2025-06-27 22:15:34.428858
2025-06-27 22:15:37,485 - ERROR - Error fetching S&P 500 stocks from datahub.io: 'Name'
Processing 100 crypto instruments...
2025-06-27 22:15:43,705 - ERROR - TAO-USD: Period 'max' is invalid, must be of the format 1d, 5d, etc. 2025-06-27 22:15:54,911 - ERROR - $CLBTC-USD: possibly delisted; no timezone found 2025-06-27 22:16:00,047 - ERROR - $SUPEROETH-USD: possibly delisted; no timezone found
✓ 14 updated, 86 failed Processing 29 futures instruments...
2025-06-27 22:16:06,334 - ERROR - $AAPL: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27)
✓ 0 updated, 29 failed Processing 62 stock instruments...
2025-06-27 22:16:06,546 - ERROR - $MSFT: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:06,728 - ERROR - $GOOGL: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:06,921 - ERROR - $AMZN: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:07,130 - ERROR - $NVDA: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:07,316 - ERROR - $TSLA: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:07,524 - ERROR - $META: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:07,723 - ERROR - $GOOG: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:07,928 - ERROR - $BRK-B: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:08,162 - ERROR - $UNH: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:08,444 - ERROR - $XOM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:08,749 - ERROR - $JNJ: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:08,993 - ERROR - $JPM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:09,216 - ERROR - $V: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:09,492 - ERROR - $PG: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:09,701 - ERROR - $MA: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:10,007 - ERROR - $CVX: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:10,296 - ERROR - $HD: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:10,584 - ERROR - $PFE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:10,800 - ERROR - $ABBV: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:11,073 - ERROR - $BAC: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:11,341 - ERROR - $KO: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:11,552 - ERROR - $AVGO: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:11,817 - ERROR - $PEP: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:12,046 - ERROR - $TMO: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:12,265 - ERROR - $COST: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:12,529 - ERROR - $WMT: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:12,808 - ERROR - $DIS: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:13,054 - ERROR - $ABT: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:13,299 - ERROR - $DHR: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:13,598 - ERROR - $VZ: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:13,835 - ERROR - $ADBE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:14,029 - ERROR - $CRM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:14,218 - ERROR - $NFLX: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:14,451 - ERROR - $ORCL: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:14,715 - ERROR - $MRK: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:14,949 - ERROR - $INTC: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:15,207 - ERROR - $T: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:15,411 - ERROR - $CSCO: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:15,605 - ERROR - $AMD: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:15,831 - ERROR - $ACN: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:16,078 - ERROR - $TXN: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:16,309 - ERROR - $NKE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:16,555 - ERROR - $LIN: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:16,837 - ERROR - $QCOM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:17,116 - ERROR - $RTX: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:17,333 - ERROR - $PM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:17,580 - ERROR - $HON: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:17,847 - ERROR - $LOW: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:18,117 - ERROR - $IBM: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:18,399 - ERROR - $LLY: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:18,584 - ERROR - $PLTR: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:18,845 - ERROR - $GE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:19,069 - ERROR - $TMUS: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:19,315 - ERROR - $WFC: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:19,574 - ERROR - $MS: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:19,787 - ERROR - $INTU: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:20,101 - ERROR - $AXP: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:20,363 - ERROR - $MCD: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:20,553 - ERROR - $NOW: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:20,775 - ERROR - $GS: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:20,969 - ERROR - $ISRG: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27)
✓ 0 updated, 62 failed Processing 8 currency instruments...
2025-06-27 22:16:21,633 - ERROR - $^GSPC: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27)
✓ 0 updated, 1 failed Processing 22 indices instruments...
2025-06-27 22:16:21,821 - ERROR - $^DJI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:22,001 - ERROR - $^IXIC: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:22,205 - ERROR - $^RUT: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:22,403 - ERROR - $^RUI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:22,619 - ERROR - $^FTSE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:22,824 - ERROR - $^GDAXI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,015 - ERROR - $^FCHI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,205 - ERROR - $^STOXX50E: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,394 - ERROR - $^IBEX: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,618 - ERROR - $^AEX: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,808 - ERROR - $^SSMI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:23,989 - ERROR - $^N225: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:24,170 - ERROR - $^HSI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:24,358 - ERROR - $000001.SS: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:24,548 - ERROR - $^KS11: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:24,724 - ERROR - $^BSESN: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:24,923 - ERROR - $^NSEI: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:25,133 - ERROR - $^GSPTSE: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:25,313 - ERROR - $^AXJO: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:25,500 - ERROR - $^BVSP: possibly delisted; no price data found (1d 2025-06-27 -> 2025-06-27) 2025-06-27 22:16:25,701 - ERROR - $IMOEX.ME: possibly delisted; no price data found (1d 2024-06-15 -> 2025-06-27)
✓ 0 updated, 22 failed ================================================================================ MASTER FINANCIAL DATA UPDATE COMPLETE ================================================================================ File location: C:\Users\Chris\BTC_price_history\Master file\master_financial_data.csv Total records: 1,224,627 Successful downloads: 14 Failed downloads: 200 Date range: 1927-12-30 to 2025-06-27 Summary by Asset Type: -------------------------------------------------- Crypto: 103 instruments, 2014-09-17 to 2025-06-26 Futures: 29 instruments, 1997-10-29 to 2025-06-26 Stock: 62 instruments, 1962-01-02 to 2025-06-26 Currency: 8 instruments, 1971-01-04 to 2025-06-27 Indices: 22 instruments, 1927-12-30 to 2025-06-26 Sample Latest Prices: ------------------------------ Crypto: BTC-USD: $106960.00 ETH-USD: $2416.15 SOL-USD: $139.06 Futures: ES=F: $6195.00 GC=F: $3333.50 CL=F: $65.24 Stock: AAPL: $201.00 MSFT: $497.45 TSLA: $325.78 Currency: EURUSD=X: 1.1692 USDJPY=X: 144.6940 DX-Y.NYB: 97.1500 Indices: ^GSPC: $6141.02 ^DJI: $43386.84 ^IXIC: $20167.91 ================================================================================ Master data loaded successfully with 1,224,627 records You can now use this data for your analysis! Data is available as 'df' variable for your existing functions.
Enhanced Multi-Asset Analysis with Traditional Round Half Up Forward Returns ================================================================================ 🔮 FORWARD RETURNS FEATURES: • Traditional round half up (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) • Optional round-to-half precision (5.25% → 5.5%, 5.1% → 5.0%) • Optional round-to-quarter precision (5.13% → 5.25%, 5.37% → 5.25%) • Cycle year filtering (4-year market cycles) • Seasonal analysis (quarter filtering) • Custom analysis function: run_custom_forward_analysis() • Clear confidence levels and insights • 🆕 Historical pattern matching indicators on charts (90-day ROC) • 💱 Currency pairs support (EURUSD, USDJPY, DXY, etc.) • 📊 Indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ Found master dataset with 1,224,627 rows and 224 symbols Starting automatic analysis with round-to-nearest forward returns... 📊 Will display ALL available charts per section per asset class (up to 15) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale 🔮 FORWARD RETURNS: Traditional round half up ROC matching 🎯 NEW: Green vertical lines show historical 90-day ROC matches in chart period 💱 NEW: Currency pairs support with proper formatting 📊 NEW: Global indices support (S&P 500, FTSE, DAX, Nikkei, etc.) ================================================================================ 🔬 COMPREHENSIVE MULTI-ASSET REGRESSION ANALYSIS WITH FORWARD RETURNS ================================================================================ Analyzing trend quality, growth rates, valuation, and predictive analytics... Analyzing instruments by asset type... crypto: 103 instruments currency: 8 instruments futures: 29 instruments indices: 22 instruments stock: 62 instruments Processing 103 crypto instruments... Progress: 25/103 crypto instruments processed Progress: 50/103 crypto instruments processed Progress: 75/103 crypto instruments processed Progress: 100/103 crypto instruments processed Processing 29 futures instruments... Progress: 25/29 futures instruments processed Processing 62 stock instruments... Progress: 25/62 stock instruments processed Progress: 50/62 stock instruments processed Processing 8 currency instruments... Processing 22 indices instruments... Analysis complete: 218/224 instruments analyzed successfully ======================================================================================================================== 🔥 TOP 15 CRYPTO INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 FTN-USD 0.989139 750 d 135.4% $4.43 🟢 UNDER -12.1% 2 PAXG-USD 0.949822 750 d 35.2% $3.3K 🟡 FAIR 2.6% 3 XAUT-USD 0.948227 750 d 34.1% $3.3K 🟡 FAIR 2.7% 4 TRX-USD 0.948061 1000d 87.8% $0.270979 🟡 FAIR -0.8% 5 XCN-USD 0.945240 1000d 108.5% $0.001039 🟢 UNDER -17.6% 6 APT-USD 0.940897 500 d -83.9% $0.000131 🔴 OVER 41.0% 7 BTC-USD 0.935890 1000d 103.3% $107.0K 🟢 UNDER -10.9% 8 WBT-USD 0.932411 750 d 201.8% $47.56 🔴 OVER 34.4% 9 TBTC-USD 0.932135 1000d 103.4% $102.8K 🟢 UNDER -12.8% 10 WAL-USD 0.927294 1000d -95.6% $0.000088 🔴 OVER 223.3% 11 SYRUP-USD 0.926924 90 d 236311.9% $0.593287 🟡 FAIR -5.5% 12 POL-USD 0.910925 500 d -64.0% $0.008241 🟡 FAIR 6.3% 13 GT-USD 0.891898 750 d 167.1% $15.94 🟢 UNDER -29.0% 14 LEO-USD 0.890174 750 d 74.3% $9.02 🟢 UNDER -12.2% 15 BGB-USD 0.889722 1000d 247.0% $4.66 🟡 FAIR -1.8% 📊 DISPLAYING ALL 15 CRYPTO TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: FTN-USD (R² = 0.9891)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.43 ($4.54,+2% - $5.60,+26%) +30d (1m): $5.41,+22.1% ($4.87,+10% - $6.01,+36%) +60d (2m): $5.80,+31.0% ($5.22,+18% - $6.44,+45%) +90d (3m): $6.23,+40.5% ($5.61,+27% - $6.91,+56%) +180d (6m): $7.69,+73.5% ($6.92,+56% - $8.54,+93%) +365d (1y): $11.86,+167.8% ($10.68,+141% - $13.18,+198%) +EOY (187d): $7.82,+76.4% ($7.04,+59% - $8.68,+96%) End-of-year outlook: 📈 Bullish Trend (+76.4%) Confidence: 98.9% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 27 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: $7.82 (+76.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.15% Rounded target for matching: 0% Similar historical periods found: 49 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 49 73.5% 3.80% 3.31% 4.18% 2.11% 4.51% -8.52% 11.03% 14 days 49 87.8% 5.93% 4.76% 4.80% 3.39% 6.14% -9.22% 12.02% 30 days 49 93.9% 9.30% 10.24% 6.67% 8.32% 12.16% -1.55% 26.17% 90 days 48 100.0% 29.73% 27.73% 11.17% 24.49% 30.98% 3.48% 48.76% 180 days 48 100.0% 62.55% 62.58% 7.92% 60.28% 64.88% 42.16% 82.46% 365 days 32 100.0% 152.27% 145.26% 17.57% 138.92% 151.59% 105.03% 168.45% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.27% Rounded target for matching: 10% Similar historical periods found: 27 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 27 92.6% 1.35% 1.80% 2.51% 0.80% 2.79% -6.46% 7.38% 14 days 27 96.3% 2.37% 3.53% 2.71% 2.46% 4.60% -1.47% 9.84% 30 days 27 96.3% 4.08% 7.68% 6.57% 5.09% 10.28% -1.26% 24.09% 90 days 10 100.0% 38.23% 40.12% 6.92% 35.17% 45.07% 29.63% 50.28% 180 days 10 100.0% 60.90% 62.76% 5.55% 58.79% 66.73% 56.73% 76.41% 365 days 3 100.0% 159.54% 159.21% 0.53% 157.90% 160.52% 158.47% 159.63% ======================================================================================================================== Chart 2: PAXG-USD (R² = 0.9498)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.3K ($3.0K,-10% - $3.5K,+6%) +30d (1m): $3.3K,-0.1% ($3.1K,-8% - $3.6K,+8%) +60d (2m): $3.4K,+2.4% ($3.1K,-6% - $3.7K,+11%) +90d (3m): $3.5K,+5.0% ($3.2K,-3% - $3.8K,+14%) +180d (6m): $3.8K,+13.1% ($3.5K,+4% - $4.1K,+23%) +365d (1y): $4.4K,+31.8% ($4.1K,+21% - $4.8K,+43%) +EOY (187d): $3.8K,+13.7% ($3.5K,+5% - $4.1K,+23%) End-of-year outlook: 📈 Bullish Trend (+13.7%) Confidence: 95.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 30 periods in chart (90d ROC≈8%) 📅 Days until EOY 2025: 187 days | EOY Target: $3.8K (+13.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.34% Rounded target for matching: 0% Similar historical periods found: 197 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 197 50.3% 0.00% 0.01% 2.01% -0.28% 0.29% -5.31% 5.75% 14 days 197 47.7% -0.20% 0.27% 2.82% -0.12% 0.67% -5.98% 7.65% 30 days 197 50.3% 0.04% 0.59% 4.15% 0.00% 1.17% -8.11% 11.77% 90 days 193 67.4% 4.27% 4.55% 7.63% 3.47% 5.63% -9.66% 20.45% 180 days 188 69.1% 6.72% 7.88% 11.58% 6.21% 9.55% -16.17% 32.67% 365 days 177 71.2% 14.11% 15.89% 18.44% 13.16% 18.63% -10.07% 48.60% ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.87% Rounded target for matching: 8% Similar historical periods found: 100 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 100 56.0% 0.20% 0.44% 2.38% -0.04% 0.91% -5.79% 6.98% 14 days 100 51.0% 0.17% 0.81% 3.06% 0.20% 1.42% -5.74% 10.69% 30 days 100 72.0% 1.92% 1.80% 4.02% 1.00% 2.60% -8.32% 16.56% 90 days 99 67.7% 7.06% 5.15% 8.30% 3.49% 6.80% -13.88% 20.12% 180 days 89 64.0% 7.05% 5.33% 12.15% 2.77% 7.89% -16.30% 32.67% 365 days 81 87.7% 9.63% 11.52% 13.40% 8.56% 14.48% -7.29% 50.85% ======================================================================================================================== Chart 3: XAUT-USD (R² = 0.9482)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.3K ($3.0K,-10% - $3.5K,+5%) +30d (1m): $3.3K,-0.3% ($3.1K,-8% - $3.6K,+8%) +60d (2m): $3.4K,+2.1% ($3.1K,-6% - $3.7K,+11%) +90d (3m): $3.5K,+4.6% ($3.2K,-3% - $3.8K,+13%) +180d (6m): $3.7K,+12.5% ($3.4K,+4% - $4.0K,+22%) +365d (1y): $4.3K,+30.5% ($4.0K,+20% - $4.7K,+41%) +EOY (187d): $3.8K,+13.1% ($3.5K,+4% - $4.1K,+23%) End-of-year outlook: 📈 Bullish Trend (+13.1%) Confidence: 94.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 34 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 187 days | EOY Target: $3.8K (+13.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.34% Rounded target for matching: 0% Similar historical periods found: 173 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 173 48.6% -0.04% -0.07% 1.72% -0.33% 0.19% -5.32% 5.67% 14 days 173 49.7% -0.04% 0.27% 2.68% -0.13% 0.68% -6.74% 6.90% 30 days 173 49.7% -0.08% 0.82% 4.10% 0.20% 1.43% -7.76% 10.06% 90 days 169 67.5% 4.95% 4.76% 7.73% 3.59% 5.94% -11.28% 21.61% 180 days 163 73.6% 6.86% 7.29% 10.29% 5.70% 8.88% -16.08% 30.67% 365 days 153 69.9% 13.46% 15.92% 18.32% 13.00% 18.85% -10.15% 46.32% ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.95% Rounded target for matching: 7% Similar historical periods found: 88 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 88 65.9% 0.49% 0.47% 1.73% 0.11% 0.84% -5.17% 5.30% 14 days 88 59.1% 0.63% 0.91% 2.55% 0.37% 1.45% -5.90% 7.98% 30 days 88 60.2% 1.77% 2.55% 4.58% 1.58% 3.52% -6.26% 12.69% 90 days 88 68.2% 5.15% 3.78% 6.53% 2.40% 5.17% -10.40% 18.02% 180 days 83 66.3% 4.74% 3.92% 10.37% 1.65% 6.18% -13.83% 22.21% 365 days 77 79.2% 12.90% 15.01% 17.22% 11.10% 18.91% -8.63% 49.22% ======================================================================================================================== Chart 4: TRX-USD (R² = 0.9481)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.270979 ($0.217184,-20% - $0.343561,+27%) +30d (1m): $0.287676,+6.2% ($0.228717,-16% - $0.361834,+34%) +60d (2m): $0.302964,+11.8% ($0.240861,-11% - $0.381081,+41%) +90d (3m): $0.319065,+17.7% ($0.253649,-6% - $0.401352,+48%) +180d (6m): $0.372686,+37.5% ($0.296230,+9% - $0.468875,+73%) +365d (1y): $0.512882,+89.3% ($0.407506,+50% - $0.645507,+138%) +EOY (187d): $0.377216,+39.2% ($0.299827,+11% - $0.474580,+75%) End-of-year outlook: 📈 Bullish Trend (+39.2%) Confidence: 94.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 18 periods in chart (90d ROC≈17%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.377216 (+39.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.46% Rounded target for matching: -2% Similar historical periods found: 52 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 52 53.8% 0.32% 0.35% 6.87% -1.56% 2.26% -21.92% 15.87% 14 days 52 69.2% 3.35% 3.82% 9.84% 1.08% 6.56% -25.16% 31.85% 30 days 52 73.1% 5.09% 8.66% 21.44% 2.69% 14.62% -42.12% 99.82% 90 days 50 70.0% 16.38% 30.57% 82.18% 7.21% 53.92% -70.47% 437.56% 180 days 48 77.1% 25.82% 52.61% 93.90% 25.34% 79.88% -81.03% 378.75% 365 days 43 76.7% 78.25% 91.48% 114.06% 56.38% 126.59% -57.53% 376.42% ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 16.64% Rounded target for matching: 17% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 56.8% 0.10% -0.64% 8.72% -3.55% 2.27% -24.73% 16.81% 14 days 37 64.9% 4.52% 3.60% 12.75% -0.65% 7.85% -24.79% 48.15% 30 days 37 67.6% 3.14% 13.23% 28.75% 3.64% 22.82% -37.98% 98.65% 90 days 36 77.8% 17.88% 38.16% 91.02% 7.36% 68.96% -47.13% 422.33% 180 days 36 63.9% 33.54% 25.22% 55.52% 6.44% 44.01% -50.82% 183.49% 365 days 33 63.6% 67.48% 54.11% 85.62% 23.75% 84.47% -57.53% 239.79% ======================================================================================================================== Chart 5: XCN-USD (R² = 0.9452)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.001039 ($0.000958,-8% - $0.001661,+60%) +30d (1m): $0.001340,+28.9% ($0.001018,-2% - $0.001765,+70%) +60d (2m): $0.001424,+37.0% ($0.001081,+4% - $0.001875,+80%) +90d (3m): $0.001512,+45.5% ($0.001148,+10% - $0.001991,+92%) +180d (6m): $0.001813,+74.4% ($0.001376,+32% - $0.002388,+130%) +365d (1y): $0.002631,+153.1% ($0.001997,+92% - $0.003467,+234%) +EOY (187d): $0.001839,+76.9% ($0.001396,+34% - $0.002422,+133%) End-of-year outlook: 📈 Bullish Trend (+76.9%) Confidence: 94.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 63 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.001839 (+76.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 216 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 216 17.6% 0.00% 0.68% 6.96% -0.25% 1.62% -32.35% 22.22% 14 days 216 24.5% 0.00% 1.74% 11.81% 0.15% 3.32% -73.94% 50.00% 30 days 216 38.0% 0.00% 4.82% 14.92% 2.82% 6.82% -75.82% 88.08% 90 days 156 63.5% 21.29% 25.62% 43.95% 18.66% 32.57% -80.52% 261.06% 180 days 115 87.0% 66.67% 141.97% 153.34% 113.65% 170.30% -83.56% 458.41% 365 days 109 85.3% 297.26% 283.68% 229.84% 240.04% 327.32% -88.79% 715.38% ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 78 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 78 16.7% 0.00% -0.19% 4.06% -1.11% 0.72% -11.43% 19.92% 14 days 78 23.1% 0.00% -1.04% 6.61% -2.53% 0.45% -26.65% 19.92% 30 days 78 24.4% 0.00% -1.18% 11.60% -3.79% 1.44% -33.26% 43.40% 90 days 37 59.5% 15.31% 7.29% 37.75% -5.30% 19.87% -58.71% 70.66% 180 days 37 75.7% 53.14% 45.41% 72.12% 21.36% 69.45% -76.47% 174.81% 365 days 32 71.9% 110.23% 111.29% 150.19% 57.14% 165.44% -71.94% 655.13% ======================================================================================================================== Chart 6: APT-USD (R² = 0.9409)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 ($0.000065,-50% - $0.000133,+1%) +30d (1m): $0.000080,-38.9% ($0.000056,-57% - $0.000114,-13%) +60d (2m): $0.000069,-47.5% ($0.000048,-63% - $0.000098,-25%) +90d (3m): $0.000059,-54.8% ($0.000041,-68% - $0.000085,-35%) +180d (6m): $0.000038,-71.2% ($0.000026,-80% - $0.000054,-59%) +365d (1y): $0.000015,-88.6% ($0.000010,-92% - $0.000022,-84%) +EOY (187d): $0.000037,-72.2% ($0.000025,-81% - $0.000052,-60%) End-of-year outlook: 📉 Bearish Trend (-72.2%) Confidence: 94.1% | Valuation: OVERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000037 (-72.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.88% Rounded target for matching: -3% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 11.6% -1.47% -3.01% 20.50% -9.32% 3.30% -51.79% 103.03% 14 days 43 4.7% -2.90% -14.26% 18.75% -20.03% -8.49% -55.36% 2.24% 30 days 43 20.9% -3.52% -11.85% 25.46% -19.68% -4.01% -50.77% 39.42% 90 days 33 6.1% -46.56% 14.60% 232.91% -67.99% 97.19% -81.25% 1273.38% 180 days 19 10.5% -69.52% -15.10% 170.22% -97.14% 66.95% -91.98% 548.39% 365 days 14 14.3% -81.97% -51.38% 82.12% -98.79% -3.96% -98.04% 144.52% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.35% Rounded target for matching: -6% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 53.8% 0.51% -1.87% 22.59% -15.52% 11.78% -66.34% 42.54% 14 days 13 7.7% -3.21% -11.75% 20.16% -23.93% 0.44% -78.25% 2.24% 30 days 13 7.7% -3.65% -7.91% 33.11% -27.92% 12.10% -80.44% 82.05% 90 days 7 42.9% -83.72% 613.16% 898.48% -217.80% 1444.12% -86.31% 2384.83% 180 days 7 57.1% 119.13% 151.70% 225.55% -56.90% 360.29% -85.77% 475.00% 365 days 7 42.9% -22.19% 35.69% 81.96% -40.11% 111.49% -40.99% 152.56% ======================================================================================================================== Chart 7: BTC-USD (R² = 0.9359)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $107.0K ($90.0K,-16% - $160.3K,+50%) +30d (1m): $127.3K,+19.0% ($95.4K,-11% - $169.9K,+59%) +60d (2m): $134.9K,+26.2% ($101.1K,-5% - $180.1K,+68%) +90d (3m): $143.0K,+33.7% ($107.2K,+0% - $191.0K,+79%) +180d (6m): $170.4K,+59.3% ($127.6K,+19% - $227.5K,+113%) +365d (1y): $244.1K,+128.3% ($182.7K,+71% - $326.2K,+205%) +EOY (187d): $172.7K,+61.5% ($129.4K,+21% - $230.6K,+116%) End-of-year outlook: 📈 Bullish Trend (+61.5%) Confidence: 93.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈27%) 📅 Days until EOY 2025: 187 days | EOY Target: $172.7K (+61.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.87% Rounded target for matching: -2% Similar historical periods found: 86 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 86 51.2% 0.42% 0.81% 8.77% -1.07% 2.69% -32.94% 23.72% 14 days 86 59.3% 1.67% 1.55% 12.84% -1.20% 4.30% -31.10% 34.34% 30 days 86 52.3% 0.90% 1.91% 22.91% -3.00% 6.83% -60.32% 55.33% 90 days 84 50.0% -0.13% 9.70% 55.65% -2.38% 21.77% -62.14% 355.12% 180 days 79 63.3% 26.72% 39.03% 83.94% 20.23% 57.84% -62.12% 339.80% 365 days 70 75.7% 69.12% 101.99% 160.03% 63.83% 140.15% -76.74% 1117.48% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 26.80% Rounded target for matching: 27% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 57.1% 0.76% 2.06% 6.90% -0.61% 4.74% -9.87% 17.07% 14 days 28 71.4% 3.46% 6.21% 12.31% 1.44% 10.99% -13.72% 30.70% 30 days 28 67.9% 14.66% 12.91% 17.98% 5.93% 19.88% -20.85% 46.39% 90 days 28 78.6% 19.31% 23.01% 33.51% 10.01% 36.00% -20.77% 157.15% 180 days 27 81.5% 37.04% 87.84% 107.87% 45.17% 130.51% -24.28% 327.85% 365 days 26 84.6% 116.51% 335.96% 516.57% 127.31% 544.60% -61.97% 2100.35% ======================================================================================================================== Chart 8: WBT-USD (R² = 0.9324)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $47.56 ($25.01,-47% - $50.09,+5%) +30d (1m): $38.76,-18.5% ($27.38,-42% - $54.85,+15%) +60d (2m): $42.44,-10.8% ($29.98,-37% - $60.08,+26%) +90d (3m): $46.47,-2.3% ($32.83,-31% - $65.80,+38%) +180d (6m): $61.03,+28.3% ($43.09,-9% - $86.43,+82%) +365d (1y): $106.83,+124.6% ($75.34,+58% - $151.48,+219%) +EOY (187d): $62.33,+31.1% ($44.01,-7% - $88.29,+86%) End-of-year outlook: 📈 Bullish Trend (+31.1%) Confidence: 93.2% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈64%) 📅 Days until EOY 2025: 187 days | EOY Target: $62.33 (+31.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 9: TBTC-USD (R² = 0.9321)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $102.8K ($87.5K,-15% - $158.7K,+54%) +30d (1m): $124.9K,+21.5% ($92.7K,-10% - $168.3K,+64%) +60d (2m): $132.4K,+28.8% ($98.3K,-4% - $178.4K,+74%) +90d (3m): $140.4K,+36.6% ($104.2K,+1% - $189.1K,+84%) +180d (6m): $167.2K,+62.7% ($124.1K,+21% - $225.4K,+119%) +365d (1y): $239.7K,+133.2% ($177.8K,+73% - $323.2K,+214%) +EOY (187d): $169.5K,+65.0% ($125.8K,+22% - $228.5K,+122%) End-of-year outlook: 📈 Bullish Trend (+65.0%) Confidence: 93.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈25%) 📅 Days until EOY 2025: 187 days | EOY Target: $169.5K (+65.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.28% Rounded target for matching: -6% Similar historical periods found: 45 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 45 48.9% -0.40% 0.09% 8.92% -2.59% 2.77% -22.29% 25.59% 14 days 45 42.2% -0.86% 0.59% 13.70% -3.53% 4.70% -32.23% 47.18% 30 days 45 40.0% -6.03% -3.92% 15.89% -8.69% 0.85% -33.95% 42.36% 90 days 44 45.5% -0.71% 1.43% 28.72% -7.30% 10.16% -45.62% 65.68% 180 days 38 73.7% 23.14% 18.96% 47.78% 3.25% 34.66% -56.67% 178.08% 365 days 33 63.6% 31.81% 45.42% 82.94% 16.02% 74.83% -72.83% 209.72% ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.64% Rounded target for matching: 25% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 62.5% 2.93% 6.18% 9.40% -1.68% 14.04% -1.95% 28.39% 14 days 8 75.0% 12.31% 14.27% 13.25% 3.19% 25.35% -4.52% 32.44% 30 days 8 75.0% 21.62% 19.30% 18.16% 4.12% 34.49% -6.91% 44.02% 90 days 8 87.5% 21.85% 22.25% 16.79% 8.21% 36.30% -1.26% 50.63% 180 days 8 87.5% 36.53% 39.28% 34.84% 10.16% 68.41% -19.66% 81.99% 365 days 6 66.7% 91.84% 59.53% 86.54% -31.29% 150.35% -57.26% 170.99% ======================================================================================================================== Chart 10: WAL-USD (R² = 0.9273)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 ($0.000007,-92% - $0.000105,+20%) +30d (1m): $0.000021,-76.1% ($0.000005,-94% - $0.000082,-7%) +60d (2m): $0.000016,-81.5% ($0.000004,-95% - $0.000063,-28%) +90d (3m): $0.000013,-85.7% ($0.000003,-96% - $0.000049,-44%) +180d (6m): $0.000006,-93.4% ($0.000001,-98% - $0.000023,-74%) +365d (1y): $0.000001,-98.6% ($0.000000,-100% - $0.000005,-95%) +EOY (187d): $0.000005,-93.7% ($0.000001,-98% - $0.000021,-76%) End-of-year outlook: 📉 Bearish Trend (-93.7%) Confidence: 92.7% | Valuation: OVERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈48%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000005 (-93.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 11: SYRUP-USD (R² = 0.9269)
📊 PRICE PROJECTIONS (Linear Regression - 90 days): Current: $0.593287 ($0.458007,-23% - $0.860280,+45%) +30d (1m): $1.19,+100.3% ($0.859723,+45% - $1.64,+177%) +60d (2m): $2.25,+279.4% ($1.61,+171% - $3.15,+431%) +90d (3m): $4.26,+618.4% ($2.99,+405% - $6.07,+922%) +180d (6m): $28.94,+4777.7% ($19.04,+3109% - $43.98,+7313%) +365d (1y): $1.5K,+250026.8% ($815.09,+137286% - $2.7K,+455283%) +EOY (187d): $33.59,+5561.3% ($21.97,+3603% - $51.35,+8555%) End-of-year outlook: 📈 Bullish Trend (+5561.3%) Confidence: 92.7% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $33.59 (+5561.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 12: POL-USD (R² = 0.9109)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.008241 ($0.006044,-27% - $0.009944,+21%) +30d (1m): $0.007129,-13.5% ($0.005557,-33% - $0.009145,+11%) +60d (2m): $0.006555,-20.5% ($0.005109,-38% - $0.008411,+2%) +90d (3m): $0.006028,-26.9% ($0.004697,-43% - $0.007736,-6%) +180d (6m): $0.004687,-43.1% ($0.003649,-56% - $0.006020,-27%) +365d (1y): $0.002794,-66.1% ($0.002170,-74% - $0.003597,-56%) +EOY (187d): $0.004596,-44.2% ($0.003578,-57% - $0.005904,-28%) End-of-year outlook: 📉 Bearish Trend (-44.2%) Confidence: 91.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 7 periods in chart (90d ROC≈-15%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.004596 (-44.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.24% Rounded target for matching: 2% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 36.8% -3.69% -2.62% 12.80% -8.79% 3.55% -20.88% 36.99% 14 days 19 36.8% -1.81% -0.82% 16.47% -8.76% 7.12% -26.39% 38.17% 30 days 19 47.4% -4.68% 7.87% 42.02% -12.38% 28.12% -49.27% 114.32% 90 days 19 26.3% -15.58% 138.66% 390.70% -49.65% 326.97% -68.11% 1069.77% 180 days 18 22.2% -52.87% 275.86% 712.38% -78.40% 630.11% -84.78% 1958.84% 365 days 12 33.3% -88.99% 188.43% 399.49% -65.39% 442.25% -91.45% 929.33% ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -14.99% Rounded target for matching: -15% Similar historical periods found: 14 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 14 50.0% -1.47% 4.01% 32.71% -14.88% 22.89% -22.96% 113.53% 14 days 14 50.0% -0.97% 7.37% 29.60% -9.72% 24.46% -27.20% 92.21% 30 days 14 50.0% 0.03% 25.00% 108.64% -37.73% 87.73% -49.27% 409.24% 90 days 13 7.7% -35.80% 29.04% 239.21% -115.51% 173.60% -62.18% 855.61% 180 days 12 8.3% -67.42% 41.03% 345.65% -178.58% 260.64% -84.78% 1185.82% 365 days 9 11.1% -86.31% -19.16% 180.00% -157.52% 119.21% -90.45% 489.19% ======================================================================================================================== Chart 13: GT-USD (R² = 0.8919)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $15.94 ($15.05,-6% - $33.46,+110%) +30d (1m): $24.33,+52.6% ($16.32,+2% - $36.28,+128%) +60d (2m): $26.38,+65.5% ($17.69,+11% - $39.33,+147%) +90d (3m): $28.59,+79.4% ($19.17,+20% - $42.65,+168%) +180d (6m): $36.43,+128.6% ($24.41,+53% - $54.37,+241%) +365d (1y): $59.94,+276.1% ($40.12,+152% - $89.58,+462%) +EOY (187d): $37.12,+132.9% ($24.88,+56% - $55.40,+248%) End-of-year outlook: 📈 Bullish Trend (+132.9%) Confidence: 89.2% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $37.12 (+132.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -23.24% Rounded target for matching: -23% Similar historical periods found: 7 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 7 42.9% -4.72% -1.87% 3.89% -5.47% 1.72% -5.58% 4.82% 14 days 7 28.6% -1.15% -3.89% 5.74% -9.20% 1.42% -13.69% 3.93% 30 days 7 71.4% 6.72% 9.50% 14.57% -3.97% 22.98% -8.71% 31.27% 90 days 7 71.4% 4.59% 18.11% 20.99% -1.30% 37.52% -3.07% 52.07% 180 days 7 85.7% 32.77% 47.27% 50.09% 0.95% 93.60% -26.27% 106.65% 365 days 7 100.0% 25.94% 56.37% 61.87% -0.86% 113.59% 7.86% 185.53% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -30.16% Rounded target for matching: -30% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 87.5% 5.72% 5.42% 4.87% 1.36% 9.49% -5.83% 10.76% 14 days 8 87.5% 22.59% 18.30% 12.35% 7.97% 28.63% -7.19% 33.27% 30 days 8 75.0% 35.46% 26.93% 20.70% 9.62% 44.23% -5.05% 46.98% 90 days 8 100.0% 65.43% 58.71% 49.01% 17.73% 99.69% 3.83% 165.37% 180 days 8 75.0% 39.24% 127.02% 253.23% -84.68% 338.73% -5.45% 793.14% 365 days 8 87.5% 68.06% 415.50% 656.68% -133.49% 964.50% -5.14% 1729.88% ======================================================================================================================== Chart 14: LEO-USD (R² = 0.8902)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.02 ($8.18,-9% - $12.91,+43%) +30d (1m): $10.76,+19.3% ($8.56,-5% - $13.51,+50%) +60d (2m): $11.26,+24.8% ($8.96,-1% - $14.14,+57%) +90d (3m): $11.79,+30.7% ($9.38,+4% - $14.81,+64%) +180d (6m): $13.52,+49.8% ($10.76,+19% - $16.98,+88%) +365d (1y): $17.91,+98.6% ($14.24,+58% - $22.53,+150%) +EOY (187d): $13.66,+51.5% ($10.87,+21% - $17.17,+90%) End-of-year outlook: 📈 Bullish Trend (+51.5%) Confidence: 89.0% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-7%) 📅 Days until EOY 2025: 187 days | EOY Target: $13.66 (+51.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.78% Rounded target for matching: -1% Similar historical periods found: 97 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 97 48.5% -0.04% 0.21% 3.98% -0.60% 1.01% -8.26% 13.23% 14 days 97 52.6% 0.35% 1.39% 7.80% -0.18% 2.96% -8.42% 43.22% 30 days 97 58.8% 1.26% 3.50% 14.32% 0.61% 6.39% -20.75% 72.49% 90 days 92 76.1% 6.92% 14.54% 22.87% 9.80% 19.28% -26.77% 77.46% 180 days 85 89.4% 49.50% 40.19% 35.54% 32.53% 47.86% -37.49% 100.09% 365 days 72 83.3% 74.55% 79.17% 64.31% 64.05% 94.28% -43.06% 187.76% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.98% Rounded target for matching: -7% Similar historical periods found: 24 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 24 54.2% 0.44% 0.27% 6.98% -2.68% 3.22% -14.63% 14.45% 14 days 24 54.2% 0.88% 1.14% 6.77% -1.72% 4.00% -17.29% 13.81% 30 days 24 58.3% 2.29% 2.52% 8.23% -0.96% 6.00% -15.39% 29.49% 90 days 20 50.0% 0.92% 8.27% 33.60% -7.46% 23.99% -24.28% 119.91% 180 days 20 60.0% 22.46% 20.24% 46.65% -1.59% 42.07% -36.59% 100.02% 365 days 19 57.9% 46.11% 23.05% 41.88% 2.87% 43.24% -35.82% 80.36% ======================================================================================================================== Chart 15: BGB-USD (R² = 0.8897)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $4.66 ($2.40,-48% - $9.37,+101%) +30d (1m): $5.25,+12.8% ($2.66,-43% - $10.38,+123%) +60d (2m): $5.82,+25.0% ($2.94,-37% - $11.50,+147%) +90d (3m): $6.44,+38.4% ($3.26,-30% - $12.74,+174%) +180d (6m): $8.76,+88.1% ($4.43,-5% - $17.32,+272%) +365d (1y): $16.45,+253.4% ($8.31,+78% - $32.58,+600%) +EOY (187d): $8.97,+92.7% ($4.53,-3% - $17.74,+281%) End-of-year outlook: 📈 Bullish Trend (+92.7%) Confidence: 89.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 187 days | EOY Target: $8.97 (+92.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -13.02% Rounded target for matching: -13% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 57.9% 3.14% -0.05% 13.98% -6.79% 6.69% -30.62% 26.25% 14 days 19 68.4% 4.10% 4.96% 17.85% -3.65% 13.56% -30.66% 38.30% 30 days 19 47.4% -3.55% -0.62% 20.15% -10.33% 9.09% -32.19% 70.05% 90 days 19 47.4% -3.24% 12.29% 40.28% -7.13% 31.70% -18.09% 128.09% 180 days 18 100.0% 25.64% 139.73% 184.37% 48.04% 231.41% 10.14% 499.09% 365 days 14 100.0% 205.11% 256.97% 92.52% 203.55% 310.39% 109.49% 397.47% ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.33% Rounded target for matching: -3% Similar historical periods found: 12 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 12 58.3% 1.99% 0.99% 11.40% -6.25% 8.24% -26.12% 22.11% 14 days 12 58.3% 1.22% 0.17% 16.86% -10.54% 10.89% -30.66% 30.95% 30 days 12 66.7% 7.53% 14.06% 28.83% -4.26% 32.38% -17.59% 80.37% 90 days 11 81.8% 25.78% 86.09% 146.02% -12.00% 184.18% -7.46% 519.17% 180 days 11 100.0% 169.95% 212.35% 153.72% 109.09% 315.62% 17.36% 522.00% 365 days 8 100.0% 159.13% 155.64% 22.51% 136.82% 174.46% 116.47% 191.62% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 15 CRYPTO INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 PENDLE-USD 71.6% 0.772398 438.1% $3.33 252.1% 1000d 2 IMX-USD 63.8% 0.801302 -100.0% $0.004143 176.3% 120 d 3 SOL-USD 53.9% 0.783140 203.8% $139.06 117.1% 1000d 4 FARTCOIN-USD 45.7% 0.719110 16399.8% $0.945979 84.2% 120 d 5 HYPE-USD 41.2% 0.831823 -97.1% $0.000005 70.2% 1000d 6 TKX-USD 38.1% 0.731508 472.3% $25.92 61.4% 365 d 7 XRP-USD 29.0% 0.715814 365.3% $2.11 40.8% 500 d 8 GT-USD 29.0% 0.891898 167.1% $15.94 40.8% 750 d 9 BNB-USD 24.7% 0.766015 90.2% $642.41 32.7% 750 d 10 QNT-USD 18.3% 0.762201 1160.8% $97.25 22.4% 90 d 11 XCN-USD 17.6% 0.945240 108.5% $0.001039 21.4% 1000d 12 KAIA-USD 13.4% 0.834843 1139192.4% $0.179161 15.5% 30 d 13 TBTC-USD 12.8% 0.932135 103.4% $102.8K 14.6% 1000d 14 LEO-USD 12.2% 0.890174 74.3% $9.02 13.9% 750 d 15 FTN-USD 12.1% 0.989139 135.4% $4.43 13.8% 750 d 📊 DISPLAYING ALL 15 UNDERVALUED CRYPTO OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: PENDLE-USD (Undervalued by 71.6%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $3.33 ($2.83,-15% - $48.57,+1357%) +30d (1m): $13.47,+304.3% ($3.25,-2% - $55.79,+1574%) +60d (2m): $15.47,+364.3% ($3.74,+12% - $64.08,+1823%) +90d (3m): $17.77,+433.1% ($4.29,+29% - $73.61,+2109%) +180d (6m): $26.91,+707.3% ($6.49,+95% - $111.57,+3248%) +365d (1y): $63.13,+1794.4% ($15.19,+356% - $262.43,+7775%) +EOY (187d): $27.79,+733.8% ($6.70,+101% - $115.24,+3358%) End-of-year outlook: 📈 Bullish Trend (+733.8%) Confidence: 77.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈23%) 📅 Days until EOY 2025: 187 days | EOY Target: $27.79 (+733.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -27.00% Rounded target for matching: -27% Similar historical periods found: 9 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 44.4% -11.17% -1.75% 21.13% -17.99% 14.49% -26.00% 32.31% 14 days 9 44.4% -1.22% -3.04% 20.82% -19.04% 12.96% -34.27% 23.23% 30 days 9 22.2% -17.26% -12.56% 15.05% -24.13% -0.99% -28.89% 19.16% 90 days 9 66.7% 15.80% 34.84% 75.58% -23.26% 92.94% -60.91% 219.14% 180 days 7 42.9% -0.31% 117.68% 308.99% -168.08% 403.44% -75.22% 870.67% ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 23.08% Rounded target for matching: 23% Similar historical periods found: 6 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 6 83.3% 4.70% 6.72% 12.58% -6.48% 19.92% -10.31% 31.72% 14 days 6 66.7% 6.71% 10.28% 18.92% -9.58% 30.14% -12.37% 45.11% 30 days 6 66.7% 4.63% -0.13% 16.13% -17.05% 16.80% -26.08% 19.25% 90 days 5 40.0% -19.32% 35.47% 82.38% -66.82% 137.75% -50.49% 157.89% 180 days 5 40.0% -24.95% 160.20% 251.24% -151.76% 472.16% -69.36% 502.17% 365 days 3 66.7% 415.45% 247.59% 239.29% -346.85% 842.03% -90.82% 418.13% ======================================================================================================================== Chart 2: IMX-USD (Undervalued by 63.8%)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.004143 ($0.005406,+30% - $0.024248,+485%) +30d (1m): $0.005986,+44.5% ($0.002795,-33% - $0.012820,+209%) +60d (2m): $0.003130,-24.5% ($0.001439,-65% - $0.006807,+64%) +90d (3m): $0.001636,-60.5% ($0.000738,-82% - $0.003629,-12%) +180d (6m): $0.000234,-94.4% ($0.000097,-98% - $0.000561,-86%) +365d (1y): $0.000004,-99.9% ($0.000001,-100% - $0.000013,-100%) +EOY (187d): $0.000201,-95.1% ($0.000083,-98% - $0.000486,-88%) End-of-year outlook: 📉 Bearish Trend (-95.1%) Confidence: 80.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $0.000201 (-95.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 3: SOL-USD (Undervalued by 53.9%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $139.06 ($121.64,-13% - $749.60,+439%) +30d (1m): $330.83,+137.9% ($133.25,-4% - $821.42,+491%) +60d (2m): $362.47,+160.7% ($145.96,+5% - $900.13,+547%) +90d (3m): $397.13,+185.6% ($159.89,+15% - $986.39,+609%) +180d (6m): $522.30,+275.6% ($210.15,+51% - $1.3K,+833%) +365d (1y): $917.27,+559.6% ($368.50,+165% - $2.3K,+1542%) +EOY (187d): $533.55,+283.7% ($214.67,+54% - $1.3K,+854%) End-of-year outlook: 📈 Bullish Trend (+283.7%) Confidence: 78.3% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 13 periods in chart (90d ROC≈7%) 📅 Days until EOY 2025: 187 days | EOY Target: $533.55 (+283.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -21.35% Rounded target for matching: -21% Similar historical periods found: 26 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 26 53.8% 0.71% -1.46% 13.75% -7.01% 4.10% -33.10% 20.37% 14 days 26 46.2% -2.87% -2.57% 17.78% -9.75% 4.61% -33.92% 46.11% 30 days 26 73.1% 10.45% 14.10% 39.59% -1.89% 30.10% -45.76% 119.66% 90 days 26 65.4% 4.05% 118.25% 232.62% 24.29% 212.21% -58.57% 876.06% 180 days 25 60.0% 14.39% 379.84% 755.83% 67.85% 691.83% -76.47% 2656.61% 365 days 23 52.2% 10.37% 1762.92% 3735.05% 147.76% 3378.08% -91.01% 11931.88% ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 7.45% Rounded target for matching: 7% Similar historical periods found: 17 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 29.4% -6.56% -1.96% 11.27% -7.75% 3.84% -13.50% 25.01% 14 days 17 35.3% -1.34% -1.90% 14.30% -9.26% 5.45% -37.51% 25.24% 30 days 17 17.6% -12.17% -10.18% 27.65% -24.40% 4.04% -52.61% 76.05% 90 days 17 70.6% 24.19% 45.61% 102.40% -7.04% 98.25% -59.50% 348.58% 180 days 17 64.7% 235.76% 182.77% 222.81% 68.21% 297.33% -79.55% 690.83% 365 days 14 71.4% 554.25% 397.37% 302.50% 222.71% 572.03% -94.28% 655.06% ======================================================================================================================== Chart 4: FARTCOIN-USD (Undervalued by 45.7%)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $0.945979 ($0.947052,+0% - $3.20,+239%) +30d (1m): $2.65,+180.2% ($1.43,+51% - $4.92,+420%) +60d (2m): $4.03,+326.3% ($2.15,+127% - $7.58,+701%) +90d (3m): $6.14,+548.6% ($3.21,+240% - $11.72,+1139%) +180d (6m): $21.61,+2184.3% ($10.61,+1022% - $44.01,+4552%) +365d (1y): $287.45,+30286.5% ($116.69,+12235% - $708.11,+74755%) +EOY (187d): $23.83,+2419.3% ($11.63,+1130% - $48.83,+5062%) End-of-year outlook: 📈 Bullish Trend (+2419.3%) Confidence: 71.9% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $23.83 (+2419.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 5: HYPE-USD (Undervalued by 41.2%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000005 ($0.000001,-86% - $0.000110,+1934%) +30d (1m): $0.000007,+27.1% ($0.000001,-89% - $0.000082,+1420%) +60d (2m): $0.000005,-5.0% ($0.000000,-92% - $0.000061,+1036%) +90d (3m): $0.000004,-29.1% ($0.000000,-94% - $0.000046,+749%) +180d (6m): $0.000002,-70.4% ($0.000000,-98% - $0.000019,+255%) +365d (1y): $0.000000,-95.1% ($0.000000,-100% - $0.000003,-41%) +EOY (187d): $0.000001,-72.4% ($0.000000,-98% - $0.000018,+231%) End-of-year outlook: 📉 Bearish Trend (-72.4%) Confidence: 83.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 19 periods in chart (90d ROC≈-84%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000001 (-72.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -66.23% Rounded target for matching: -66% Similar historical periods found: 5 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 5 20.0% -7.14% -4.98% 7.41% -14.18% 4.22% -12.68% 7.14% 14 days 5 40.0% -6.87% 0.71% 19.70% -23.75% 25.18% -20.93% 35.71% 30 days 5 20.0% -5.09% -21.42% 35.52% -65.52% 22.68% -86.51% 14.29% 90 days 3 0.0% -75.17% -53.38% 32.26% -133.53% 26.76% -77.21% -7.77% 180 days 3 33.3% -67.91% 302.45% 537.31% -1032.30% 1637.21% -86.98% 1062.25% ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -84.11% Rounded target for matching: -84% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 28.6% -5.48% -9.59% 15.69% -15.68% -3.51% -38.49% 25.89% 14 days 28 21.4% -19.80% -17.57% 22.83% -26.43% -8.72% -50.35% 38.91% 30 days 28 25.0% -26.16% -26.32% 36.45% -40.45% -12.18% -76.91% 109.53% 90 days 28 39.3% -59.53% 333.50% 666.97% 74.87% 592.13% -95.60% 2131.91% 180 days 28 39.3% -88.76% 395.38% 790.96% 88.68% 702.08% -97.52% 2614.96% 365 days 26 3.8% -88.37% -80.14% 25.99% -90.64% -69.64% -99.22% 4.44% ======================================================================================================================== Chart 6: TKX-USD (Undervalued by 38.1%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $25.92 ($22.89,-12% - $76.50,+195%) +30d (1m): $48.30,+86.3% ($26.40,+2% - $88.37,+241%) +60d (2m): $55.75,+115.1% ($30.44,+17% - $102.10,+294%) +90d (3m): $64.34,+148.2% ($35.09,+35% - $117.97,+355%) +180d (6m): $98.92,+281.6% ($53.73,+107% - $182.14,+603%) +365d (1y): $239.51,+824.0% ($128.52,+396% - $446.37,+1622%) +EOY (187d): $102.29,+294.6% ($55.53,+114% - $188.41,+627%) End-of-year outlook: 📈 Bullish Trend (+294.6%) Confidence: 73.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-26%) 📅 Days until EOY 2025: 187 days | EOY Target: $102.29 (+294.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -20.29% Rounded target for matching: -20% Similar historical periods found: 22 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 22 40.9% -2.25% -2.28% 13.90% -8.44% 3.88% -32.18% 26.10% 14 days 22 40.9% -8.07% -6.93% 16.00% -14.03% 0.16% -39.02% 22.71% 30 days 22 36.4% -2.83% -5.41% 17.15% -13.01% 2.19% -36.43% 29.33% 90 days 22 59.1% 8.38% 8.57% 31.45% -5.37% 22.51% -37.35% 76.26% 180 days 22 63.6% 92.99% 64.78% 93.51% 23.32% 106.24% -60.27% 238.49% 365 days 19 31.6% -13.82% 10.53% 57.86% -17.35% 38.42% -29.11% 183.15% ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -25.60% Rounded target for matching: -26% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 40.0% -0.84% 1.71% 9.12% -3.34% 6.76% -10.63% 17.88% 14 days 15 73.3% 2.75% 6.93% 10.32% 1.21% 12.64% -5.24% 32.16% 30 days 15 53.3% 5.03% 10.88% 18.32% 0.73% 21.02% -13.74% 48.36% 90 days 14 57.1% 18.29% 21.45% 46.63% -5.47% 48.37% -36.38% 109.42% 180 days 14 57.1% 38.13% 73.55% 105.23% 12.79% 134.30% -38.25% 224.78% 365 days 9 44.4% -4.50% 14.59% 57.44% -29.57% 58.74% -22.94% 172.85% ======================================================================================================================== Chart 7: XRP-USD (Undervalued by 29.0%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $2.11 ($1.39,-34% - $6.31,+200%) +30d (1m): $3.37,+59.8% ($1.58,-25% - $7.17,+240%) +60d (2m): $3.82,+81.3% ($1.79,-15% - $8.14,+286%) +90d (3m): $4.33,+105.7% ($2.03,-4% - $9.24,+339%) +180d (6m): $6.33,+200.6% ($2.96,+41% - $13.54,+543%) +365d (1y): $13.80,+555.2% ($6.41,+204% - $29.71,+1311%) +EOY (187d): $6.52,+209.6% ($3.05,+45% - $13.94,+562%) End-of-year outlook: 📈 Bullish Trend (+209.6%) Confidence: 71.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-4%) 📅 Days until EOY 2025: 187 days | EOY Target: $6.52 (+209.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -9.18% Rounded target for matching: -9% Similar historical periods found: 49 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 49 44.9% -1.02% 2.59% 16.23% -2.07% 7.25% -31.31% 63.87% 14 days 49 53.1% 0.72% 7.19% 20.86% 1.20% 13.18% -23.10% 71.76% 30 days 49 71.4% 13.97% 23.87% 43.92% 11.25% 36.48% -28.18% 229.88% 90 days 45 71.1% 17.24% 51.88% 116.23% 16.96% 86.80% -31.77% 481.17% 180 days 45 60.0% 15.98% 61.40% 127.30% 23.15% 99.64% -57.80% 424.88% 365 days 40 65.0% 43.56% 99.42% 157.54% 49.03% 149.80% -59.97% 497.68% ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.46% Rounded target for matching: -4% Similar historical periods found: 37 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 51.4% 1.13% 0.20% 9.71% -3.03% 3.44% -31.90% 28.57% 14 days 37 59.5% 2.00% 4.29% 14.65% -0.60% 9.17% -23.55% 59.79% 30 days 37 43.2% -2.65% 4.59% 25.80% -4.02% 13.19% -30.01% 66.26% 90 days 37 67.6% 9.03% 18.42% 72.02% -5.59% 42.43% -61.97% 387.03% 180 days 35 57.1% 7.98% 23.52% 74.43% -2.05% 49.09% -57.94% 288.06% 365 days 34 58.8% 14.20% 90.99% 147.95% 39.37% 142.61% -54.27% 412.29% ======================================================================================================================== Chart 8: GT-USD (Undervalued by 29.0%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $15.94 ($15.05,-6% - $33.46,+110%) +30d (1m): $24.33,+52.6% ($16.32,+2% - $36.28,+128%) +60d (2m): $26.38,+65.5% ($17.69,+11% - $39.33,+147%) +90d (3m): $28.59,+79.4% ($19.17,+20% - $42.65,+168%) +180d (6m): $36.43,+128.6% ($24.41,+53% - $54.37,+241%) +365d (1y): $59.94,+276.1% ($40.12,+152% - $89.58,+462%) +EOY (187d): $37.12,+132.9% ($24.88,+56% - $55.40,+248%) End-of-year outlook: 📈 Bullish Trend (+132.9%) Confidence: 89.2% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $37.12 (+132.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -23.24% Rounded target for matching: -23% Similar historical periods found: 7 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 7 42.9% -4.72% -1.87% 3.89% -5.47% 1.72% -5.58% 4.82% 14 days 7 28.6% -1.15% -3.89% 5.74% -9.20% 1.42% -13.69% 3.93% 30 days 7 71.4% 6.72% 9.50% 14.57% -3.97% 22.98% -8.71% 31.27% 90 days 7 71.4% 4.59% 18.11% 20.99% -1.30% 37.52% -3.07% 52.07% 180 days 7 85.7% 32.77% 47.27% 50.09% 0.95% 93.60% -26.27% 106.65% 365 days 7 100.0% 25.94% 56.37% 61.87% -0.86% 113.59% 7.86% 185.53% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -30.16% Rounded target for matching: -30% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 87.5% 5.72% 5.42% 4.87% 1.36% 9.49% -5.83% 10.76% 14 days 8 87.5% 22.59% 18.30% 12.35% 7.97% 28.63% -7.19% 33.27% 30 days 8 75.0% 35.46% 26.93% 20.70% 9.62% 44.23% -5.05% 46.98% 90 days 8 100.0% 65.43% 58.71% 49.01% 17.73% 99.69% 3.83% 165.37% 180 days 8 75.0% 39.24% 127.02% 253.23% -84.68% 338.73% -5.45% 793.14% 365 days 8 87.5% 68.06% 415.50% 656.68% -133.49% 964.50% -5.14% 1729.88% ======================================================================================================================== Chart 9: BNB-USD (Undervalued by 24.7%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $642.41 ($563.19,-12% - $1.3K,+101%) +30d (1m): $899.07,+40.0% ($593.67,-8% - $1.4K,+112%) +60d (2m): $947.86,+47.5% ($625.80,-3% - $1.4K,+123%) +90d (3m): $999.30,+55.6% ($659.65,+3% - $1.5K,+136%) +180d (6m): $1.2K,+82.3% ($772.56,+20% - $1.8K,+176%) +365d (1y): $1.6K,+152.5% ($1.1K,+66% - $2.5K,+283%) +EOY (187d): $1.2K,+84.5% ($782.11,+22% - $1.8K,+180%) End-of-year outlook: 📈 Bullish Trend (+84.5%) Confidence: 76.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 11 periods in chart (90d ROC≈4%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.2K (+84.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.51% Rounded target for matching: -7% Similar historical periods found: 60 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 60 43.3% -0.41% -1.75% 9.23% -4.14% 0.63% -22.85% 20.90% 14 days 60 35.0% -4.80% -5.50% 17.82% -10.10% -0.90% -41.83% 49.95% 30 days 60 41.7% -5.82% -5.23% 27.22% -12.26% 1.80% -53.87% 110.75% 90 days 57 43.9% -11.11% 10.21% 76.86% -10.19% 30.60% -47.31% 386.12% 180 days 49 55.1% 9.19% 160.66% 497.29% 17.82% 303.50% -60.46% 2216.34% 365 days 45 60.0% 93.90% 260.46% 626.04% 72.38% 448.55% -55.36% 2269.58% ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 3.70% Rounded target for matching: 4% Similar historical periods found: 30 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 30 36.7% -1.92% -1.59% 8.38% -4.72% 1.54% -18.51% 18.92% 14 days 30 40.0% -3.91% -3.04% 12.48% -7.71% 1.62% -24.58% 31.24% 30 days 30 43.3% -2.20% -3.25% 9.81% -6.91% 0.41% -19.66% 14.52% 90 days 29 55.2% 2.30% 1.77% 15.52% -4.13% 7.67% -26.33% 35.37% 180 days 28 53.6% 3.29% 13.97% 53.33% -6.71% 34.65% -52.12% 145.36% 365 days 23 47.8% -2.50% 145.17% 543.52% -89.87% 380.20% -26.89% 2676.54% ======================================================================================================================== Chart 10: QNT-USD (Undervalued by 18.3%)
📊 PRICE PROJECTIONS (Linear Regression - 90 days): Current: $97.25 ($97.04,-0% - $146.09,+50%) +30d (1m): $146.64,+50.8% ($118.83,+22% - $180.95,+86%) +60d (2m): $180.60,+85.7% ($145.15,+49% - $224.70,+131%) +90d (3m): $222.42,+128.7% ($176.88,+82% - $279.68,+188%) +180d (6m): $415.49,+327.2% ($316.65,+226% - $545.18,+461%) +365d (1y): $1.5K,+1443.5% ($1.0K,+946% - $2.2K,+2177%) +EOY (187d): $436.18,+348.5% ($331.14,+240% - $574.54,+491%) End-of-year outlook: 📈 Bullish Trend (+348.5%) Confidence: 76.2% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $436.18 (+348.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== QNT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -12.88% Rounded target for matching: -13% Similar historical periods found: 38 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 38 52.6% 0.72% 1.83% 8.33% -0.91% 4.57% -10.54% 30.27% 14 days 38 52.6% 0.11% 4.87% 15.84% -0.33% 10.07% -16.57% 45.99% 30 days 38 60.5% 12.87% 15.27% 33.74% 4.18% 26.36% -47.22% 90.53% 90 days 38 65.8% 31.29% 32.78% 73.38% 8.65% 56.90% -57.19% 404.10% 180 days 35 68.6% 37.96% 107.11% 223.53% 30.32% 183.89% -71.51% 942.51% 365 days 29 55.2% 8.91% 355.87% 1019.84% -32.06% 743.80% -45.80% 4499.75% ======================================================================================================================== QNT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 36.04% Rounded target for matching: 36% Similar historical periods found: 10 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 10 40.0% -4.35% 3.75% 21.18% -11.41% 18.90% -9.35% 65.33% 14 days 10 60.0% 1.82% 15.30% 28.12% -4.82% 35.42% -9.48% 68.53% 30 days 10 60.0% 14.81% 46.05% 68.59% -3.01% 95.12% -10.06% 200.82% 90 days 10 90.0% 192.88% 172.10% 99.81% 100.70% 243.50% -10.10% 334.39% 180 days 10 90.0% 301.79% 296.84% 179.62% 168.35% 425.34% -38.62% 570.06% 365 days 10 90.0% 1486.08% 1380.60% 1047.85% 631.01% 2130.19% -10.14% 3981.10% ======================================================================================================================== Chart 11: XCN-USD (Undervalued by 17.6%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.001039 ($0.000958,-8% - $0.001661,+60%) +30d (1m): $0.001340,+28.9% ($0.001018,-2% - $0.001765,+70%) +60d (2m): $0.001424,+37.0% ($0.001081,+4% - $0.001875,+80%) +90d (3m): $0.001512,+45.5% ($0.001148,+10% - $0.001991,+92%) +180d (6m): $0.001813,+74.4% ($0.001376,+32% - $0.002388,+130%) +365d (1y): $0.002631,+153.1% ($0.001997,+92% - $0.003467,+234%) +EOY (187d): $0.001839,+76.9% ($0.001396,+34% - $0.002422,+133%) End-of-year outlook: 📈 Bullish Trend (+76.9%) Confidence: 94.5% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 63 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.001839 (+76.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 216 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 216 17.6% 0.00% 0.68% 6.96% -0.25% 1.62% -32.35% 22.22% 14 days 216 24.5% 0.00% 1.74% 11.81% 0.15% 3.32% -73.94% 50.00% 30 days 216 38.0% 0.00% 4.82% 14.92% 2.82% 6.82% -75.82% 88.08% 90 days 156 63.5% 21.29% 25.62% 43.95% 18.66% 32.57% -80.52% 261.06% 180 days 115 87.0% 66.67% 141.97% 153.34% 113.65% 170.30% -83.56% 458.41% 365 days 109 85.3% 297.26% 283.68% 229.84% 240.04% 327.32% -88.79% 715.38% ======================================================================================================================== XCN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 78 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 78 16.7% 0.00% -0.19% 4.06% -1.11% 0.72% -11.43% 19.92% 14 days 78 23.1% 0.00% -1.04% 6.61% -2.53% 0.45% -26.65% 19.92% 30 days 78 24.4% 0.00% -1.18% 11.60% -3.79% 1.44% -33.26% 43.40% 90 days 37 59.5% 15.31% 7.29% 37.75% -5.30% 19.87% -58.71% 70.66% 180 days 37 75.7% 53.14% 45.41% 72.12% 21.36% 69.45% -76.47% 174.81% 365 days 32 71.9% 110.23% 111.29% 150.19% 57.14% 165.44% -71.94% 655.13% ======================================================================================================================== Chart 12: KAIA-USD (Undervalued by 13.4%)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $0.179161 ($0.167064,-7% - $0.256426,+43%) +30d (1m): $0.446010,+148.9% ($0.337347,+88% - $0.589674,+229%) +60d (2m): $0.961096,+436.4% ($0.658767,+268% - $1.40,+683%) +90d (3m): $2.07,+1056.0% ($1.27,+608% - $3.38,+1787%) +180d (6m): $20.72,+11466.8% ($8.83,+4829% - $48.63,+27043%) +365d (1y): $2.4K,+1316076.8% ($462.73,+258176% - $12.0K,+6707137%) +EOY (187d): $24.79,+13736.0% ($10.26,+5628% - $59.88,+33322%) End-of-year outlook: 📈 Bullish Trend (+13736.0%) Confidence: 83.5% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $24.79 (+13736.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 13: TBTC-USD (Undervalued by 12.8%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $102.8K ($87.5K,-15% - $158.7K,+54%) +30d (1m): $124.9K,+21.5% ($92.7K,-10% - $168.3K,+64%) +60d (2m): $132.4K,+28.8% ($98.3K,-4% - $178.4K,+74%) +90d (3m): $140.4K,+36.6% ($104.2K,+1% - $189.1K,+84%) +180d (6m): $167.2K,+62.7% ($124.1K,+21% - $225.4K,+119%) +365d (1y): $239.7K,+133.2% ($177.8K,+73% - $323.2K,+214%) +EOY (187d): $169.5K,+65.0% ($125.8K,+22% - $228.5K,+122%) End-of-year outlook: 📈 Bullish Trend (+65.0%) Confidence: 93.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈25%) 📅 Days until EOY 2025: 187 days | EOY Target: $169.5K (+65.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.28% Rounded target for matching: -6% Similar historical periods found: 45 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 45 48.9% -0.40% 0.09% 8.92% -2.59% 2.77% -22.29% 25.59% 14 days 45 42.2% -0.86% 0.59% 13.70% -3.53% 4.70% -32.23% 47.18% 30 days 45 40.0% -6.03% -3.92% 15.89% -8.69% 0.85% -33.95% 42.36% 90 days 44 45.5% -0.71% 1.43% 28.72% -7.30% 10.16% -45.62% 65.68% 180 days 38 73.7% 23.14% 18.96% 47.78% 3.25% 34.66% -56.67% 178.08% 365 days 33 63.6% 31.81% 45.42% 82.94% 16.02% 74.83% -72.83% 209.72% ======================================================================================================================== TBTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.64% Rounded target for matching: 25% Similar historical periods found: 8 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 8 62.5% 2.93% 6.18% 9.40% -1.68% 14.04% -1.95% 28.39% 14 days 8 75.0% 12.31% 14.27% 13.25% 3.19% 25.35% -4.52% 32.44% 30 days 8 75.0% 21.62% 19.30% 18.16% 4.12% 34.49% -6.91% 44.02% 90 days 8 87.5% 21.85% 22.25% 16.79% 8.21% 36.30% -1.26% 50.63% 180 days 8 87.5% 36.53% 39.28% 34.84% 10.16% 68.41% -19.66% 81.99% 365 days 6 66.7% 91.84% 59.53% 86.54% -31.29% 150.35% -57.26% 170.99% ======================================================================================================================== Chart 14: LEO-USD (Undervalued by 12.2%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.02 ($8.18,-9% - $12.91,+43%) +30d (1m): $10.76,+19.3% ($8.56,-5% - $13.51,+50%) +60d (2m): $11.26,+24.8% ($8.96,-1% - $14.14,+57%) +90d (3m): $11.79,+30.7% ($9.38,+4% - $14.81,+64%) +180d (6m): $13.52,+49.8% ($10.76,+19% - $16.98,+88%) +365d (1y): $17.91,+98.6% ($14.24,+58% - $22.53,+150%) +EOY (187d): $13.66,+51.5% ($10.87,+21% - $17.17,+90%) End-of-year outlook: 📈 Bullish Trend (+51.5%) Confidence: 89.0% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 10 periods in chart (90d ROC≈-7%) 📅 Days until EOY 2025: 187 days | EOY Target: $13.66 (+51.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.78% Rounded target for matching: -1% Similar historical periods found: 97 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 97 48.5% -0.04% 0.21% 3.98% -0.60% 1.01% -8.26% 13.23% 14 days 97 52.6% 0.35% 1.39% 7.80% -0.18% 2.96% -8.42% 43.22% 30 days 97 58.8% 1.26% 3.50% 14.32% 0.61% 6.39% -20.75% 72.49% 90 days 92 76.1% 6.92% 14.54% 22.87% 9.80% 19.28% -26.77% 77.46% 180 days 85 89.4% 49.50% 40.19% 35.54% 32.53% 47.86% -37.49% 100.09% 365 days 72 83.3% 74.55% 79.17% 64.31% 64.05% 94.28% -43.06% 187.76% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.98% Rounded target for matching: -7% Similar historical periods found: 24 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 24 54.2% 0.44% 0.27% 6.98% -2.68% 3.22% -14.63% 14.45% 14 days 24 54.2% 0.88% 1.14% 6.77% -1.72% 4.00% -17.29% 13.81% 30 days 24 58.3% 2.29% 2.52% 8.23% -0.96% 6.00% -15.39% 29.49% 90 days 20 50.0% 0.92% 8.27% 33.60% -7.46% 23.99% -24.28% 119.91% 180 days 20 60.0% 22.46% 20.24% 46.65% -1.59% 42.07% -36.59% 100.02% 365 days 19 57.9% 46.11% 23.05% 41.88% 2.87% 43.24% -35.82% 80.36% ======================================================================================================================== Chart 15: FTN-USD (Undervalued by 12.1%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.43 ($4.54,+2% - $5.60,+26%) +30d (1m): $5.41,+22.1% ($4.87,+10% - $6.01,+36%) +60d (2m): $5.80,+31.0% ($5.22,+18% - $6.44,+45%) +90d (3m): $6.23,+40.5% ($5.61,+27% - $6.91,+56%) +180d (6m): $7.69,+73.5% ($6.92,+56% - $8.54,+93%) +365d (1y): $11.86,+167.8% ($10.68,+141% - $13.18,+198%) +EOY (187d): $7.82,+76.4% ($7.04,+59% - $8.68,+96%) End-of-year outlook: 📈 Bullish Trend (+76.4%) Confidence: 98.9% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 27 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: $7.82 (+76.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.15% Rounded target for matching: 0% Similar historical periods found: 49 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 49 73.5% 3.80% 3.31% 4.18% 2.11% 4.51% -8.52% 11.03% 14 days 49 87.8% 5.93% 4.76% 4.80% 3.39% 6.14% -9.22% 12.02% 30 days 49 93.9% 9.30% 10.24% 6.67% 8.32% 12.16% -1.55% 26.17% 90 days 48 100.0% 29.73% 27.73% 11.17% 24.49% 30.98% 3.48% 48.76% 180 days 48 100.0% 62.55% 62.58% 7.92% 60.28% 64.88% 42.16% 82.46% 365 days 32 100.0% 152.27% 145.26% 17.57% 138.92% 151.59% 105.03% 168.45% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.27% Rounded target for matching: 10% Similar historical periods found: 27 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 27 92.6% 1.35% 1.80% 2.51% 0.80% 2.79% -6.46% 7.38% 14 days 27 96.3% 2.37% 3.53% 2.71% 2.46% 4.60% -1.47% 9.84% 30 days 27 96.3% 4.08% 7.68% 6.57% 5.09% 10.28% -1.26% 24.09% 90 days 10 100.0% 38.23% 40.12% 6.92% 35.17% 45.07% 29.63% 50.28% 180 days 10 100.0% 60.90% 62.76% 5.55% 58.79% 66.73% 56.73% 76.41% 365 days 3 100.0% 159.54% 159.21% 0.53% 157.90% 160.52% 158.47% 159.63% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 12 CRYPTO INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 WAL-USD 223.3% 0.927294 -95.6% $0.000088 69.1% 1000d 2 TRUMP-USD 65.0% 0.805941 -94.1% $0.000547 39.4% 365 d 3 APT-USD 41.0% 0.940897 -83.9% $0.000131 29.1% 500 d 4 WBT-USD 34.4% 0.932411 201.8% $47.56 25.6% 750 d 5 GRT-USD 32.4% 0.767153 -89.7% $0.454301 24.5% 180 d 6 PEPE-USD 25.7% 0.778587 -98.3% $0.000006 20.4% 90 d 7 STX-USD 21.9% 0.842781 -76.8% $0.002834 17.9% 365 d 8 THETA-USD 16.0% 0.766087 -92.2% $0.652399 13.8% 180 d 9 XTZ-USD 13.8% 0.789411 -85.4% $0.522843 12.1% 180 d 10 ICP-USD 11.4% 0.706706 -79.4% $4.73 10.2% 180 d 11 XMR-USD 10.8% 0.807636 90.0% $311.92 9.7% 500 d 12 SAROS-USD 10.2% 0.881665 37999.1% $0.223265 9.3% 365 d 📊 DISPLAYING ALL 12 OVERVALUED CRYPTO WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: WAL-USD (Overvalued by 223.3%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 ($0.000007,-92% - $0.000105,+20%) +30d (1m): $0.000021,-76.1% ($0.000005,-94% - $0.000082,-7%) +60d (2m): $0.000016,-81.5% ($0.000004,-95% - $0.000063,-28%) +90d (3m): $0.000013,-85.7% ($0.000003,-96% - $0.000049,-44%) +180d (6m): $0.000006,-93.4% ($0.000001,-98% - $0.000023,-74%) +365d (1y): $0.000001,-98.6% ($0.000000,-100% - $0.000005,-95%) +EOY (187d): $0.000005,-93.7% ($0.000001,-98% - $0.000021,-76%) End-of-year outlook: 📉 Bearish Trend (-93.7%) Confidence: 92.7% | Valuation: OVERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈48%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000005 (-93.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 2: TRUMP-USD (Overvalued by 65.0%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.000547 ($0.000150,-73% - $0.000732,+34%) +30d (1m): $0.000263,-52.0% ($0.000119,-78% - $0.000581,+6%) +60d (2m): $0.000208,-61.9% ($0.000094,-83% - $0.000461,-16%) +90d (3m): $0.000165,-69.8% ($0.000074,-86% - $0.000366,-33%) +180d (6m): $0.000082,-85.0% ($0.000037,-93% - $0.000183,-67%) +365d (1y): $0.000020,-96.4% ($0.000009,-98% - $0.000044,-92%) +EOY (187d): $0.000078,-85.8% ($0.000035,-94% - $0.000174,-68%) End-of-year outlook: 📉 Bearish Trend (-85.8%) Confidence: 80.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-4%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000078 (-85.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.97% Rounded target for matching: -7% Similar historical periods found: 20 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 20 30.0% -7.52% -11.29% 18.20% -19.81% -2.77% -43.07% 19.24% 14 days 20 30.0% -13.48% 7.89% 104.67% -41.09% 56.88% -95.44% 444.16% 30 days 20 20.0% -27.02% -20.98% 41.15% -40.24% -1.72% -96.83% 107.89% 90 days 20 20.0% -37.33% -28.59% 48.09% -51.09% -6.08% -97.57% 102.63% 180 days 20 20.0% -55.60% -37.14% 74.28% -71.91% -2.38% -97.51% 232.21% 365 days 19 10.5% -75.91% 5.20% 226.06% -103.75% 114.16% -99.39% 822.69% ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.04% Rounded target for matching: -4% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 45.5% -3.97% 5.88% 32.01% -15.63% 27.38% -22.19% 80.91% 14 days 11 45.5% -12.16% -18.23% 35.24% -41.91% 5.44% -96.06% 16.84% 30 days 11 45.5% -1.24% 12.10% 126.15% -72.65% 96.84% -96.83% 383.52% 90 days 11 45.5% -12.92% 35.70% 153.62% -67.51% 138.90% -96.60% 435.27% 180 days 10 40.0% -32.07% 142.34% 305.42% -76.14% 360.83% -98.44% 804.67% 365 days 10 40.0% -33.55% 315.58% 708.79% -191.46% 822.62% -82.47% 2327.43% ======================================================================================================================== Chart 3: APT-USD (Overvalued by 41.0%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 ($0.000065,-50% - $0.000133,+1%) +30d (1m): $0.000080,-38.9% ($0.000056,-57% - $0.000114,-13%) +60d (2m): $0.000069,-47.5% ($0.000048,-63% - $0.000098,-25%) +90d (3m): $0.000059,-54.8% ($0.000041,-68% - $0.000085,-35%) +180d (6m): $0.000038,-71.2% ($0.000026,-80% - $0.000054,-59%) +365d (1y): $0.000015,-88.6% ($0.000010,-92% - $0.000022,-84%) +EOY (187d): $0.000037,-72.2% ($0.000025,-81% - $0.000052,-60%) End-of-year outlook: 📉 Bearish Trend (-72.2%) Confidence: 94.1% | Valuation: OVERVALUED 🎯 Historical pattern matches: 6 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.000037 (-72.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.88% Rounded target for matching: -3% Similar historical periods found: 43 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 43 11.6% -1.47% -3.01% 20.50% -9.32% 3.30% -51.79% 103.03% 14 days 43 4.7% -2.90% -14.26% 18.75% -20.03% -8.49% -55.36% 2.24% 30 days 43 20.9% -3.52% -11.85% 25.46% -19.68% -4.01% -50.77% 39.42% 90 days 33 6.1% -46.56% 14.60% 232.91% -67.99% 97.19% -81.25% 1273.38% 180 days 19 10.5% -69.52% -15.10% 170.22% -97.14% 66.95% -91.98% 548.39% 365 days 14 14.3% -81.97% -51.38% 82.12% -98.79% -3.96% -98.04% 144.52% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.35% Rounded target for matching: -6% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 53.8% 0.51% -1.87% 22.59% -15.52% 11.78% -66.34% 42.54% 14 days 13 7.7% -3.21% -11.75% 20.16% -23.93% 0.44% -78.25% 2.24% 30 days 13 7.7% -3.65% -7.91% 33.11% -27.92% 12.10% -80.44% 82.05% 90 days 7 42.9% -83.72% 613.16% 898.48% -217.80% 1444.12% -86.31% 2384.83% 180 days 7 57.1% 119.13% 151.70% 225.55% -56.90% 360.29% -85.77% 475.00% 365 days 7 42.9% -22.19% 35.69% 81.96% -40.11% 111.49% -40.99% 152.56% ======================================================================================================================== Chart 4: WBT-USD (Overvalued by 34.4%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $47.56 ($25.01,-47% - $50.09,+5%) +30d (1m): $38.76,-18.5% ($27.38,-42% - $54.85,+15%) +60d (2m): $42.44,-10.8% ($29.98,-37% - $60.08,+26%) +90d (3m): $46.47,-2.3% ($32.83,-31% - $65.80,+38%) +180d (6m): $61.03,+28.3% ($43.09,-9% - $86.43,+82%) +365d (1y): $106.83,+124.6% ($75.34,+58% - $151.48,+219%) +EOY (187d): $62.33,+31.1% ($44.01,-7% - $88.29,+86%) End-of-year outlook: 📈 Bullish Trend (+31.1%) Confidence: 93.2% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈64%) 📅 Days until EOY 2025: 187 days | EOY Target: $62.33 (+31.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 5: GRT-USD (Overvalued by 32.4%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.454301 ($0.240460,-47% - $0.489552,+8%) +30d (1m): $0.284660,-37.3% ($0.199057,-56% - $0.407076,-10%) +60d (2m): $0.236174,-48.0% ($0.164680,-64% - $0.338706,-25%) +90d (3m): $0.195947,-56.9% ($0.136158,-70% - $0.281989,-38%) +180d (6m): $0.111906,-75.4% ($0.076691,-83% - $0.163293,-64%) +365d (1y): $0.035381,-92.2% ($0.023234,-95% - $0.053879,-88%) +EOY (187d): $0.107135,-76.4% ($0.073327,-84% - $0.156532,-66%) End-of-year outlook: 📉 Bearish Trend (-76.4%) Confidence: 76.7% | Valuation: OVERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $0.107135 (-76.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 6: PEPE-USD (Overvalued by 25.7%)
📊 PRICE PROJECTIONS (Linear Regression - 90 days): Current: $0.000006 ($0.000004,-42% - $0.000007,+9%) +30d (1m): $0.000004,-43.0% ($0.000003,-59% - $0.000005,-21%) +60d (2m): $0.000003,-59.2% ($0.000002,-71% - $0.000004,-43%) +90d (3m): $0.000002,-70.8% ($0.000001,-79% - $0.000003,-59%) +180d (6m): $0.000001,-89.3% ($0.000000,-93% - $0.000001,-84%) +365d (1y): $0.000000,-98.6% ($0.000000,-99% - $0.000000,-98%) +EOY (187d): $0.000001,-90.1% ($0.000000,-93% - $0.000001,-85%) End-of-year outlook: 📉 Bearish Trend (-90.1%) Confidence: 77.9% | Valuation: OVERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $0.000001 (-90.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== Chart 7: STX-USD (Overvalued by 21.9%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.002834 ($0.001623,-43% - $0.003333,+18%) +30d (1m): $0.002063,-27.2% ($0.001439,-49% - $0.002958,+4%) +60d (2m): $0.001830,-35.4% ($0.001276,-55% - $0.002625,-7%) +90d (3m): $0.001623,-42.7% ($0.001131,-60% - $0.002330,-18%) +180d (6m): $0.001133,-60.0% ($0.000787,-72% - $0.001630,-42%) +365d (1y): $0.000541,-80.9% ($0.000373,-87% - $0.000784,-72%) +EOY (187d): $0.001102,-61.1% ($0.000765,-73% - $0.001585,-44%) End-of-year outlook: 📉 Bearish Trend (-61.1%) Confidence: 84.3% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-9%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.001102 (-61.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 5.10% Rounded target for matching: 5% Similar historical periods found: 14 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 14 35.7% -1.09% 0.39% 14.77% -8.14% 8.92% -19.94% 38.65% 14 days 14 35.7% -9.06% -0.28% 20.34% -12.03% 11.46% -27.51% 53.33% 30 days 14 64.3% 25.41% 23.13% 35.86% 2.42% 43.83% -21.06% 86.37% 90 days 14 50.0% 4.24% 729.02% 2646.39% -798.96% 2257.00% -99.06% 10269.71% 180 days 13 46.2% -12.37% 13.29% 86.03% -38.70% 65.28% -99.24% 226.41% 365 days 13 53.8% 35.99% 77.14% 196.22% -41.44% 195.71% -99.86% 478.11% ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.57% Rounded target for matching: -9% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 63.6% 3.56% 2.44% 13.15% -6.39% 11.28% -22.96% 26.35% 14 days 11 81.8% 8.95% 10.69% 28.15% -8.22% 29.61% -28.66% 82.41% 30 days 11 54.5% 21.92% 14.68% 34.63% -8.58% 37.95% -23.38% 95.57% 90 days 11 63.6% 51.66% 79.63% 125.54% -4.71% 163.97% -99.34% 339.51% 180 days 11 81.8% 81.97% 209.66% 342.39% -20.36% 439.68% -99.50% 1212.96% 365 days 10 90.0% 434.13% 870.99% 954.50% 188.18% 1553.80% -99.28% 2462.06% ======================================================================================================================== Chart 8: THETA-USD (Overvalued by 16.0%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.652399 ($0.376624,-42% - $0.839543,+29%) +30d (1m): $0.455838,-30.1% ($0.304542,-53% - $0.682296,+5%) +60d (2m): $0.369526,-43.4% ($0.246083,-62% - $0.554890,-15%) +90d (3m): $0.299557,-54.1% ($0.198710,-70% - $0.451583,-31%) +180d (6m): $0.159581,-75.5% ($0.104217,-84% - $0.244358,-63%) +365d (1y): $0.043731,-93.3% ($0.027218,-96% - $0.070264,-89%) +EOY (187d): $0.151953,-76.7% ($0.099092,-85% - $0.233015,-64%) End-of-year outlook: 📉 Bearish Trend (-76.7%) Confidence: 76.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈-27%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.151953 (-76.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -26.10% Rounded target for matching: -26% Similar historical periods found: 22 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 22 40.9% -1.51% 0.09% 14.60% -6.39% 6.56% -26.31% 32.95% 14 days 22 50.0% 0.41% 4.25% 19.44% -4.37% 12.87% -32.27% 46.03% 30 days 22 50.0% -1.73% 4.99% 32.36% -9.36% 19.34% -39.99% 101.94% 90 days 21 33.3% -14.86% 3.39% 54.30% -21.33% 28.10% -56.56% 151.33% 180 days 19 31.6% -19.63% 5.39% 76.23% -31.35% 42.13% -73.65% 254.63% 365 days 18 50.0% -10.22% 195.77% 614.19% -109.66% 501.20% -85.20% 2614.63% ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -26.83% Rounded target for matching: -27% Similar historical periods found: 34 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 34 58.8% 1.04% 0.84% 13.90% -4.01% 5.69% -30.79% 32.18% 14 days 34 38.2% -3.32% -0.75% 22.25% -8.51% 7.02% -30.40% 72.40% 30 days 34 41.2% -9.10% -0.45% 45.21% -16.22% 15.32% -59.33% 143.97% 90 days 32 56.2% 6.58% 15.28% 63.70% -7.69% 38.24% -62.08% 197.29% 180 days 32 71.9% 24.25% 99.84% 210.19% 24.06% 175.62% -68.06% 837.51% 365 days 30 76.7% 105.86% 1220.38% 3887.84% -231.37% 2672.12% -83.75% 16963.37% ======================================================================================================================== Chart 9: XTZ-USD (Overvalued by 13.8%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.522843 ($0.346565,-34% - $0.609496,+17%) +30d (1m): $0.392361,-25.0% ($0.295339,-44% - $0.521256,-0%) +60d (2m): $0.334961,-35.9% ($0.251561,-52% - $0.446011,-15%) +90d (3m): $0.285959,-45.3% ($0.214169,-59% - $0.381811,-27%) +180d (6m): $0.177922,-66.0% ($0.131797,-75% - $0.240189,-54%) +365d (1y): $0.067086,-87.2% ($0.048038,-91% - $0.093686,-82%) +EOY (187d): $0.171475,-67.2% ($0.126892,-76% - $0.231722,-56%) End-of-year outlook: 📉 Bearish Trend (-67.2%) Confidence: 78.9% | Valuation: OVERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-23%) 📅 Days until EOY 2025: 187 days | EOY Target: $0.171475 (-67.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -15.89% Rounded target for matching: -16% Similar historical periods found: 38 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 38 47.4% -1.36% -2.45% 12.52% -6.56% 1.66% -32.81% 22.52% 14 days 38 36.8% -3.26% -2.66% 15.29% -7.68% 2.37% -32.81% 35.91% 30 days 38 31.6% -6.14% -1.57% 24.85% -9.74% 6.59% -35.06% 88.46% 90 days 36 55.6% 18.62% 26.43% 69.57% 2.89% 49.97% -67.44% 235.88% 180 days 34 58.8% 49.30% 47.82% 90.77% 16.15% 79.49% -65.00% 308.29% 365 days 32 46.9% -5.79% 53.97% 168.89% -6.92% 114.87% -88.95% 596.44% ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -22.88% Rounded target for matching: -23% Similar historical periods found: 33 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 33 33.3% -3.48% -3.23% 9.95% -6.76% 0.30% -28.17% 19.96% 14 days 33 36.4% -4.40% -5.21% 16.61% -11.10% 0.68% -36.61% 30.42% 30 days 33 27.3% -6.66% -10.04% 27.13% -19.66% -0.42% -70.14% 52.07% 90 days 33 27.3% -14.07% -2.32% 59.23% -23.32% 18.68% -71.43% 250.01% 180 days 32 43.8% -11.17% 8.56% 61.71% -13.69% 30.81% -82.13% 172.48% 365 days 28 35.7% -12.74% 29.93% 150.29% -28.35% 88.21% -86.13% 678.96% ======================================================================================================================== Chart 10: ICP-USD (Overvalued by 11.4%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $4.73 ($3.18,-33% - $5.67,+20%) +30d (1m): $3.73,-21.2% ($2.79,-41% - $4.99,+5%) +60d (2m): $3.27,-30.8% ($2.44,-48% - $4.39,-7%) +90d (3m): $2.88,-39.2% ($2.14,-55% - $3.87,-18%) +180d (6m): $1.95,-58.8% ($1.43,-70% - $2.65,-44%) +365d (1y): $0.873857,-81.5% ($0.620599,-87% - $1.23,-74%) +EOY (187d): $1.89,-60.1% ($1.39,-71% - $2.57,-46%) End-of-year outlook: 📉 Bearish Trend (-60.1%) Confidence: 70.7% | Valuation: OVERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $1.89 (-60.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ICP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -11.26% Rounded target for matching: -11% Similar historical periods found: 17 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 23.5% -3.26% -3.86% 10.91% -9.47% 1.75% -24.40% 25.48% 14 days 17 23.5% -9.61% -10.31% 14.78% -17.91% -2.71% -31.82% 25.38% 30 days 17 23.5% -24.48% -14.62% 24.94% -27.45% -1.80% -45.88% 48.60% 90 days 16 18.8% -33.01% -27.13% 23.43% -39.62% -14.65% -58.51% 26.38% 180 days 14 21.4% -17.00% -24.21% 30.69% -41.93% -6.49% -82.15% 13.95% 365 days 14 21.4% -52.17% -7.56% 99.21% -64.85% 49.72% -90.57% 251.05% ======================================================================================================================== ICP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -15.45% Rounded target for matching: -15% Similar historical periods found: 11 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 11 18.2% -5.23% -2.96% 10.01% -9.68% 3.76% -18.39% 18.26% 14 days 11 27.3% -5.00% -3.21% 15.52% -13.64% 7.22% -25.83% 27.76% 30 days 11 36.4% -5.95% -5.18% 24.57% -21.69% 11.33% -40.38% 37.55% 90 days 11 36.4% -22.75% 0.81% 67.35% -44.44% 46.05% -74.14% 193.35% 180 days 11 45.5% -6.58% 37.20% 107.18% -34.80% 109.20% -70.69% 322.78% 365 days 9 55.6% 84.89% 53.81% 105.57% -27.34% 134.96% -75.11% 222.12% ======================================================================================================================== Chart 11: XMR-USD (Overvalued by 10.8%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $311.92 ($220.56,-29% - $359.58,+15%) +30d (1m): $296.88,-4.8% ($232.47,-25% - $379.13,+22%) +60d (2m): $312.96,+0.3% ($245.01,-21% - $399.75,+28%) +90d (3m): $329.92,+5.8% ($258.23,-17% - $421.50,+35%) +180d (6m): $386.50,+23.9% ($302.27,-3% - $494.19,+58%) +365d (1y): $535.11,+71.6% ($417.57,+34% - $685.74,+120%) +EOY (187d): $391.28,+25.4% ($305.99,-2% - $500.34,+60%) End-of-year outlook: 📈 Bullish Trend (+25.4%) Confidence: 80.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈43%) 📅 Days until EOY 2025: 187 days | EOY Target: $391.28 (+25.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XMR - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -16.03% Rounded target for matching: -16% Similar historical periods found: 29 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 29 62.1% 1.03% 0.97% 12.79% -3.89% 5.84% -44.65% 15.52% 14 days 29 44.8% -4.46% -1.00% 17.22% -7.55% 5.55% -37.12% 39.98% 30 days 29 58.6% 1.34% 3.52% 21.87% -4.80% 11.84% -36.85% 53.90% 90 days 29 41.4% -9.64% 4.77% 45.56% -12.56% 22.10% -38.67% 204.75% 180 days 29 55.2% 6.21% 6.23% 45.51% -11.08% 23.55% -66.06% 110.16% 365 days 29 62.1% 36.80% 50.74% 95.53% 14.40% 87.08% -85.74% 255.52% ======================================================================================================================== XMR - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 43.33% Rounded target for matching: 43% Similar historical periods found: 14 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 14 42.9% -2.29% -2.91% 11.63% -9.62% 3.80% -21.48% 16.20% 14 days 14 42.9% -2.57% -1.85% 15.75% -10.94% 7.24% -25.75% 30.45% 30 days 14 50.0% -0.53% 7.71% 32.71% -11.17% 26.60% -61.95% 79.24% 90 days 14 57.1% 22.87% 13.25% 34.75% -6.81% 33.31% -41.15% 64.39% 180 days 12 58.3% 7.67% 31.50% 63.81% -9.05% 72.04% -37.88% 150.89% 365 days 12 41.7% -2.19% 64.27% 91.95% 5.84% 122.69% -28.76% 214.13% ======================================================================================================================== Chart 12: SAROS-USD (Overvalued by 10.2%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.223265 ($0.058453,-74% - $0.701743,+214%) +30d (1m): $0.330083,+47.8% ($0.095095,-57% - $1.15,+413%) +60d (2m): $0.537963,+141.0% ($0.154666,-31% - $1.87,+738%) +90d (3m): $0.876764,+292.7% ($0.251485,+13% - $3.06,+1269%) +180d (6m): $3.80,+1600.0% ($1.08,+383% - $13.35,+5878%) +365d (1y): $77.16,+34461.0% ($21.40,+9486% - $278.19,+124502%) +EOY (187d): $4.25,+1805.2% ($1.21,+441% - $14.97,+6605%) End-of-year outlook: 📈 Bullish Trend (+1805.2%) Confidence: 88.2% | Valuation: OVERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $4.25 (+1805.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis 💡 Need more historical data or try different ROC windows ======================================================================================================================== CRYPTO STATISTICS: ------------------------------------------------------------ Total crypto instruments analyzed: 97 Average R-squared: 0.7321 Best R-squared: 0.989139 Average annual growth: 546023.1% Valuation breakdown: 🟡 FAIR_VALUE: 30 (30.9%) - Hold/Monitor 🟢 UNDERVALUED: 17 (17.5%) - Buy Opportunities 🔴 OVERVALUED: 12 (12.4%) - Sell Warnings Optimal window distribution: 30 days: 28 instruments (28.9%) 60 days: 4 instruments (4.1%) 90 days: 9 instruments (9.3%) 120 days: 3 instruments (3.1%) 180 days: 17 instruments (17.5%) 📊 CRYPTO TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 17 🔴 High-quality overvalued warnings: 12 📈 Top trend performers displayed: 15 💡 Consider buying undervalued cryptos with strong trends ⚠️ Consider reducing overvalued crypto positions ======================================================================================================================== 🔥 TOP 8 CURRENCY INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 GBPUSD=X 0.942096 120 d 41.5% 1.3725 🟡 FAIR -0.1% 2 DX-Y.NYB 0.913811 120 d -31.1% 97.150 🟡 FAIR 0.1% 3 EURUSD=X 0.913524 120 d 50.7% 1.1692 🟡 FAIR 0.0% 4 USDCHF=X 0.888520 120 d -35.7% 0.8009 🟡 FAIR -0.1% 5 USDCAD=X 0.831630 90 d -21.9% 1.3643 🟡 FAIR 0.4% 6 NZDUSD=X 0.781793 120 d 28.6% 0.6059 🟡 FAIR 0.2% 7 USDJPY=X 0.760371 120 d -24.4% 144.69 🟡 FAIR 2.2% 8 AUDUSD=X 0.634800 1000d -4.8% 0.6546 🟡 FAIR nan% 📊 DISPLAYING ALL 8 CURRENCY TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: GBPUSD=X (R² = 0.9421)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 1.3725 (1.3510,-2% - 1.3961,+2%) +30d (1m): 1.4131,+3.0% (1.3897,+1% - 1.4368,+5%) +60d (2m): 1.4540,+5.9% (1.4294,+4% - 1.4789,+8%) +90d (3m): 1.4960,+9.0% (1.4702,+7% - 1.5223,+11%) +180d (6m): 1.6297,+18.7% (1.5987,+16% - 1.6612,+21%) +365d (1y): 1.9430,+41.6% (1.8963,+38% - 1.9908,+45%) +EOY (187d): 1.6405,+19.5% (1.6091,+17% - 1.6726,+22%) End-of-year outlook: 📈 Bullish Trend (+19.5%) Confidence: 94.2% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 1.6405 (+19.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GBPUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.14% Rounded target for matching: 3% Similar historical periods found: 438 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 438 46.8% -0.12% -0.12% 1.29% -0.24% 0.00% -4.07% 4.47% 14 days 438 47.5% -0.11% -0.02% 1.86% -0.20% 0.15% -6.01% 7.11% 30 days 438 48.9% -0.04% -0.04% 2.62% -0.29% 0.20% -11.49% 10.74% 90 days 414 55.1% 0.52% 0.10% 4.22% -0.30% 0.51% -11.59% 14.08% 180 days 414 54.1% 0.72% -0.17% 6.20% -0.77% 0.43% -24.09% 11.11% 365 days 404 38.4% -1.93% -2.78% 8.88% -3.65% -1.92% -32.38% 13.77% ======================================================================================================================== GBPUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 8.70% Rounded target for matching: 9% Similar historical periods found: 24 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 24 29.2% -0.60% -0.49% 1.07% -0.95% -0.04% -3.05% 1.59% 14 days 24 29.2% -0.80% -0.82% 1.60% -1.50% -0.14% -4.67% 2.58% 30 days 24 33.3% -0.62% -0.18% 1.64% -0.87% 0.51% -3.05% 3.29% 90 days 24 41.7% -1.04% -0.48% 3.64% -2.02% 1.05% -6.35% 6.46% 180 days 24 45.8% -0.50% -1.49% 5.58% -3.84% 0.87% -13.19% 5.90% 365 days 24 62.5% 1.06% 0.12% 6.71% -2.71% 2.96% -15.27% 8.02% ======================================================================================================================== Chart 2: DX-Y.NYB (R² = 0.9138)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 97.150 (94.946,-2% - 99.179,+2%) +30d (1m): 94.119,-3.1% (92.059,-5% - 96.226,-1%) +60d (2m): 91.286,-6.0% (89.248,-8% - 93.371,-4%) +90d (3m): 88.539,-8.9% (86.513,-11% - 90.612,-7%) +180d (6m): 80.783,-16.8% (78.753,-19% - 82.865,-15%) +365d (1y): 66.908,-31.1% (64.784,-33% - 69.101,-29%) +EOY (187d): 80.209,-17.4% (78.176,-20% - 82.294,-15%) End-of-year outlook: 📉 Bearish Trend (-17.4%) Confidence: 91.4% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 80.209 (-17.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DXY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.85% Rounded target for matching: -4% Similar historical periods found: 662 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 662 45.0% -0.17% -0.13% 1.40% -0.24% -0.02% -5.59% 6.99% 14 days 662 43.1% -0.27% -0.31% 1.95% -0.46% -0.16% -6.61% 7.56% 30 days 662 40.2% -0.85% -0.59% 3.01% -0.82% -0.36% -7.92% 10.63% 90 days 642 42.8% -1.11% -0.33% 5.13% -0.73% 0.06% -11.47% 18.48% 180 days 642 47.7% -0.30% 0.42% 8.26% -0.22% 1.06% -22.10% 20.82% 365 days 639 56.0% 1.41% -0.13% 10.92% -0.97% 0.72% -30.13% 26.21% ======================================================================================================================== DXY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -9.25% Rounded target for matching: -9% Similar historical periods found: 241 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 241 46.1% -0.22% -0.08% 1.58% -0.28% 0.12% -4.80% 4.57% 14 days 241 44.4% -0.27% -0.23% 1.93% -0.48% 0.01% -4.89% 6.61% 30 days 241 53.1% 0.28% 0.03% 2.59% -0.30% 0.36% -6.40% 10.51% 90 days 241 54.8% 0.48% 0.84% 5.55% 0.13% 1.54% -11.45% 16.20% 180 days 241 53.1% 0.79% 0.66% 9.56% -0.55% 1.87% -20.62% 18.76% 365 days 241 68.9% 2.77% 0.54% 12.18% -1.01% 2.08% -27.05% 26.68% ======================================================================================================================== Chart 3: EURUSD=X (R² = 0.9135)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 1.1692 (1.1410,-2% - 1.1973,+2%) +30d (1m): 1.2089,+3.4% (1.1797,+1% - 1.2388,+6%) +60d (2m): 1.2503,+6.9% (1.2195,+4% - 1.2818,+10%) +90d (3m): 1.2931,+10.6% (1.2605,+8% - 1.3266,+13%) +180d (6m): 1.4306,+22.4% (1.3910,+19% - 1.4714,+26%) +365d (1y): 1.7609,+50.6% (1.6993,+45% - 1.8247,+56%) +EOY (187d): 1.4419,+23.3% (1.4016,+20% - 1.4833,+27%) End-of-year outlook: 📈 Bullish Trend (+23.3%) Confidence: 91.4% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 1.4419 (+23.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== EURUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.46% Rounded target for matching: 4% Similar historical periods found: 300 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 300 53.7% 0.13% 0.09% 1.55% -0.08% 0.27% -4.86% 4.85% 14 days 300 55.3% 0.29% 0.23% 1.93% 0.01% 0.45% -5.23% 5.12% 30 days 300 54.0% 0.28% 0.60% 2.76% 0.29% 0.92% -6.87% 6.82% 90 days 283 60.1% 1.43% 0.87% 4.18% 0.38% 1.36% -11.62% 9.02% 180 days 283 48.4% -0.14% -0.60% 7.27% -1.45% 0.25% -18.97% 13.60% 365 days 283 33.9% -4.05% -3.03% 7.31% -3.89% -2.18% -23.39% 17.27% ======================================================================================================================== EURUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 11.91% Rounded target for matching: 12% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 31.6% -0.98% -0.92% 2.20% -1.99% 0.14% -5.07% 2.70% 14 days 19 26.3% -1.89% -1.72% 2.31% -2.84% -0.61% -5.23% 1.97% 30 days 19 10.5% -3.07% -2.83% 2.47% -4.02% -1.64% -6.47% 2.47% 90 days 19 21.1% -1.47% -1.53% 3.16% -3.05% -0.01% -5.55% 5.91% 180 days 19 36.8% -2.95% -3.31% 6.46% -6.42% -0.19% -14.20% 5.43% 365 days 19 0.0% -5.10% -5.86% 3.16% -7.38% -4.33% -13.14% -1.69% ======================================================================================================================== Chart 4: USDCHF=X (R² = 0.8885)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 0.8009 (0.7777,-3% - 0.8256,+3%) +30d (1m): 0.7728,-3.5% (0.7497,-6% - 0.7965,-1%) +60d (2m): 0.7452,-7.0% (0.7225,-10% - 0.7686,-4%) +90d (3m): 0.7186,-10.3% (0.6962,-13% - 0.7418,-7%) +180d (6m): 0.6445,-19.5% (0.6224,-22% - 0.6674,-17%) +365d (1y): 0.5153,-35.7% (0.4930,-38% - 0.5385,-33%) +EOY (187d): 0.6391,-20.2% (0.6170,-23% - 0.6619,-17%) End-of-year outlook: 📉 Bearish Trend (-20.2%) Confidence: 88.9% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 0.6391 (-20.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDCHF - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.04% Rounded target for matching: -4% Similar historical periods found: 271 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 271 51.3% 0.03% -0.03% 1.65% -0.23% 0.17% -5.35% 5.54% 14 days 271 43.2% -0.29% -0.28% 2.06% -0.52% -0.03% -5.69% 5.68% 30 days 271 50.2% 0.04% -0.16% 2.69% -0.49% 0.16% -9.14% 7.86% 90 days 267 52.1% 0.28% -0.01% 5.17% -0.63% 0.62% -16.62% 14.38% 180 days 267 48.7% -0.08% -0.10% 6.29% -0.86% 0.65% -15.11% 14.21% 365 days 252 51.6% 0.40% -0.14% 6.51% -0.95% 0.66% -18.23% 15.11% ======================================================================================================================== USDCHF - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -11.37% Rounded target for matching: -11% Similar historical periods found: 40 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 40 55.0% 0.17% 0.04% 2.51% -0.76% 0.85% -4.99% 4.45% 14 days 40 47.5% -0.09% 0.70% 3.62% -0.46% 1.85% -8.52% 10.64% 30 days 40 55.0% 1.42% 1.40% 5.27% -0.28% 3.09% -12.83% 16.15% 90 days 40 82.5% 6.66% 6.41% 5.52% 4.64% 8.17% -5.66% 18.63% 180 days 40 95.0% 9.85% 9.78% 7.16% 7.50% 12.07% -15.73% 21.65% 365 days 40 90.0% 7.27% 7.18% 5.72% 5.36% 9.01% -8.44% 17.49% ======================================================================================================================== Chart 5: USDCAD=X (R² = 0.8316)
📊 PRICE PROJECTIONS (Linear Regression - 90 days): Current: 1.3643 (1.3371,-2% - 1.3807,+1%) +30d (1m): 1.3314,-2.4% (1.3096,-4% - 1.3535,-1%) +60d (2m): 1.3047,-4.4% (1.2825,-6% - 1.3272,-3%) +90d (3m): 1.2785,-6.3% (1.2557,-8% - 1.3016,-5%) +180d (6m): 1.2030,-11.8% (1.1776,-14% - 1.2289,-10%) +365d (1y): 1.0615,-22.2% (1.0296,-25% - 1.0944,-20%) +EOY (187d): 1.1973,-12.2% (1.1717,-14% - 1.2235,-10%) End-of-year outlook: 📉 Bearish Trend (-12.2%) Confidence: 83.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-4%) 📅 Days until EOY 2025: 187 days | EOY Target: 1.1973 (-12.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDCAD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.23% Rounded target for matching: -2% Similar historical periods found: 641 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 641 54.3% 0.13% 0.13% 1.30% 0.03% 0.24% -3.99% 7.51% 14 days 641 54.6% 0.23% 0.26% 1.87% 0.12% 0.41% -4.84% 14.08% 30 days 641 57.3% 0.48% 0.42% 2.49% 0.22% 0.61% -7.31% 15.23% 90 days 635 58.0% 1.06% 0.72% 4.47% 0.37% 1.07% -12.96% 23.19% 180 days 634 56.5% 0.98% 1.10% 6.41% 0.60% 1.60% -15.03% 26.02% 365 days 616 56.5% 1.59% 1.83% 8.91% 1.13% 2.54% -17.63% 27.90% ======================================================================================================================== USDCAD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.85% Rounded target for matching: -4% Similar historical periods found: 307 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 307 49.2% -0.03% 0.04% 1.18% -0.09% 0.17% -3.54% 3.98% 14 days 307 45.3% -0.18% -0.10% 1.65% -0.28% 0.09% -6.17% 4.41% 30 days 307 44.0% -0.44% -0.14% 2.21% -0.39% 0.11% -8.08% 5.97% 90 days 298 45.6% -0.54% -0.33% 3.65% -0.74% 0.09% -11.20% 10.73% 180 days 298 49.3% -0.05% 0.88% 6.23% 0.17% 1.59% -12.89% 24.43% 365 days 298 55.4% 1.22% 1.39% 8.90% 0.37% 2.40% -16.41% 29.60% ======================================================================================================================== Chart 6: NZDUSD=X (R² = 0.7818)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 0.6059 (0.5897,-3% - 0.6203,+2%) +30d (1m): 0.6174,+1.9% (0.6018,-1% - 0.6335,+5%) +60d (2m): 0.6303,+4.0% (0.6140,+1% - 0.6471,+7%) +90d (3m): 0.6435,+6.2% (0.6264,+3% - 0.6610,+9%) +180d (6m): 0.6846,+13.0% (0.6646,+10% - 0.7051,+16%) +365d (1y): 0.7775,+28.3% (0.7489,+24% - 0.8072,+33%) +EOY (187d): 0.6879,+13.5% (0.6677,+10% - 0.7087,+17%) End-of-year outlook: 📈 Bullish Trend (+13.5%) Confidence: 78.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 187 days | EOY Target: 0.6879 (+13.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NZDUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.15% Rounded target for matching: 3% Similar historical periods found: 391 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 391 57.3% 0.25% 0.26% 1.90% 0.07% 0.45% -5.02% 7.19% 14 days 391 55.5% 0.32% 0.22% 2.63% -0.04% 0.48% -8.18% 10.90% 30 days 391 52.4% 0.24% 0.18% 3.56% -0.17% 0.54% -11.54% 9.28% 90 days 383 50.1% 0.01% 0.29% 6.24% -0.34% 0.92% -16.73% 22.70% 180 days 383 51.2% 0.15% 0.34% 9.56% -0.62% 1.30% -32.90% 37.88% 365 days 375 51.2% 0.50% -0.72% 12.39% -1.98% 0.54% -31.57% 38.93% ======================================================================================================================== NZDUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.20% Rounded target for matching: 6% Similar historical periods found: 247 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 247 47.0% -0.08% -0.31% 1.85% -0.54% -0.08% -8.75% 3.38% 14 days 247 42.5% -0.50% -0.53% 2.54% -0.85% -0.21% -8.07% 5.20% 30 days 247 45.3% -0.50% -0.48% 3.36% -0.90% -0.06% -8.98% 8.74% 90 days 244 48.4% -0.14% -0.73% 5.44% -1.41% -0.04% -16.31% 16.49% 180 days 244 47.5% -0.32% 0.08% 8.64% -1.00% 1.17% -34.32% 25.31% 365 days 240 38.3% -2.90% -3.30% 10.41% -4.63% -1.98% -27.36% 23.76% ======================================================================================================================== Chart 7: USDJPY=X (R² = 0.7604)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: 144.69 (137.41,-5% - 145.91,+1%) +30d (1m): 138.38,-4.4% (134.23,-7% - 142.66,-1%) +60d (2m): 135.23,-6.5% (131.09,-9% - 139.50,-4%) +90d (3m): 132.15,-8.7% (128.01,-12% - 136.43,-6%) +180d (6m): 123.34,-14.8% (119.10,-18% - 127.74,-12%) +365d (1y): 107.03,-26.0% (102.38,-29% - 111.89,-23%) +EOY (187d): 122.68,-15.2% (118.43,-18% - 127.09,-12%) End-of-year outlook: 📉 Bearish Trend (-15.2%) Confidence: 76.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈-5%) 📅 Days until EOY 2025: 187 days | EOY Target: 122.68 (-15.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== USDJPY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.63% Rounded target for matching: -1% Similar historical periods found: 882 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 882 54.8% 0.15% 0.07% 1.48% -0.03% 0.17% -6.18% 6.96% 14 days 882 54.9% 0.18% 0.12% 2.13% -0.02% 0.26% -6.21% 7.97% 30 days 882 50.8% 0.03% 0.16% 3.08% -0.04% 0.36% -8.51% 10.85% 90 days 874 54.3% 0.35% 0.70% 5.81% 0.32% 1.09% -15.74% 20.32% 180 days 865 60.9% 1.85% 2.58% 8.61% 2.00% 3.15% -16.13% 32.57% 365 days 861 57.8% 2.63% 5.41% 13.57% 4.50% 6.32% -26.34% 36.46% ======================================================================================================================== USDJPY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.76% Rounded target for matching: -5% Similar historical periods found: 274 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 274 52.2% 0.08% 0.03% 1.50% -0.15% 0.21% -4.95% 5.09% 14 days 274 55.5% 0.23% 0.14% 2.02% -0.10% 0.38% -5.32% 5.41% 30 days 274 60.6% 0.54% 0.26% 3.14% -0.12% 0.63% -11.08% 10.46% 90 days 271 62.7% 1.51% 1.01% 5.42% 0.36% 1.66% -11.23% 15.82% 180 days 261 61.3% 2.30% 2.14% 7.63% 1.21% 3.07% -13.14% 27.36% 365 days 255 50.6% 0.23% 1.81% 11.76% 0.36% 3.26% -18.18% 34.65% ======================================================================================================================== Chart 8: AUDUSD=X (R² = 0.6348)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: 0.6546 (0.5938,-9% - 0.6665,+2%) +30d (1m): 0.6266,-4.3% (0.5914,-10% - 0.6638,+1%) +60d (2m): 0.6241,-4.7% (0.5890,-10% - 0.6612,+1%) +90d (3m): 0.6216,-5.1% (0.5867,-10% - 0.6585,+1%) +180d (6m): 0.6141,-6.2% (0.5796,-11% - 0.6507,-1%) +365d (1y): 0.5991,-8.5% (0.5654,-14% - 0.6348,-3%) +EOY (187d): 0.6135,-6.3% (0.5791,-12% - 0.6500,-1%) End-of-year outlook: 📉 Bearish Trend (-6.3%) Confidence: 63.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 67 periods in chart (90d ROC≈3%) 📅 Days until EOY 2025: 187 days | EOY Target: 0.6135 (-6.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AUDUSD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.19% Rounded target for matching: 2% Similar historical periods found: 445 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 445 49.2% -0.02% 0.00% 1.62% -0.15% 0.15% -5.12% 5.96% 14 days 445 51.5% 0.06% 0.00% 2.64% -0.24% 0.25% -9.55% 7.36% 30 days 445 47.4% -0.21% 0.95% 23.89% -1.28% 3.17% -15.17% 498.07% 90 days 435 46.0% -0.32% 0.19% 25.19% -2.19% 2.56% -37.30% 499.40% 180 days 431 45.0% -1.22% -1.32% 10.47% -2.31% -0.32% -33.01% 38.96% 365 days 403 41.4% -3.03% -1.48% 12.75% -2.73% -0.23% -27.69% 38.16% ======================================================================================================================== AUDUSD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 3.04% Rounded target for matching: 3% Similar historical periods found: 304 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 304 51.3% 0.07% 0.02% 1.72% -0.18% 0.21% -6.04% 5.92% 14 days 304 52.3% 0.13% 1.46% 27.64% -1.66% 4.58% -9.42% 480.89% 30 days 304 51.0% 0.07% -0.04% 3.80% -0.47% 0.39% -15.17% 12.28% 90 days 296 60.8% 1.57% 0.49% 7.12% -0.33% 1.30% -33.26% 23.62% 180 days 296 51.0% 0.10% -0.80% 10.31% -1.97% 0.38% -31.86% 43.02% 365 days 262 45.0% -2.29% -0.71% 12.98% -2.29% 0.87% -26.10% 39.50% ======================================================================================================================== CURRENCY STATISTICS: ------------------------------------------------------------ Total currency instruments analyzed: 8 Average R-squared: 0.8333 Best R-squared: 0.942096 Average annual growth: 0.4% Valuation breakdown: 🟡 FAIR_VALUE: 7 (87.5%) - Hold/Monitor Optimal window distribution: 90 days: 1 instruments (12.5%) 120 days: 6 instruments (75.0%) 1000 days: 1 instruments (12.5%) 📊 CURRENCY TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 0 🔴 High-quality overvalued warnings: 0 📈 Top trend performers displayed: 8 ======================================================================================================================== 🔥 TOP 15 FUTURES INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 GC=F 0.956845 500 d 35.6% $3.3K 🟡 FAIR 2.5% 2 KC=F 0.927929 500 d 69.7% $309.50 🟢 UNDER -23.0% 3 LE=F 0.923945 1000d 14.4% $221.70 🟡 FAIR 3.5% 4 DX=F 0.915168 120 d -22.8% $96.76 🟡 FAIR 0.0% 5 PL=F 0.914114 30 d 1394.8% $1.4K 🟡 FAIR 3.4% 6 ES=F 0.910967 750 d 19.4% $6.2K 🟡 FAIR -1.1% 7 NQ=F 0.902228 750 d 27.4% $22.7K 🟡 FAIR -2.4% 8 HE=F 0.894578 60 d 210.8% $112.32 🟡 FAIR 2.0% 9 SB=F 0.883199 30 d -60.1% $15.65 🟡 FAIR -1.8% 10 CC=F 0.881628 750 d 86.1% $9.4K 🟢 UNDER -25.1% 11 YM=F 0.878106 750 d 13.2% $43.7K 🟡 FAIR -1.9% 12 ZS=F 0.865711 750 d -16.0% $1.0K 🟡 FAIR 6.5% 13 PA=F 0.857962 1000d -24.9% $1.1K 🔴 OVER 43.1% 14 SI=F 0.853581 750 d 21.6% $36.59 🟡 FAIR 6.8% 15 OJ=F 0.798979 180 d -73.6% $231.30 🟡 FAIR 2.2% 📊 DISPLAYING ALL 15 FUTURES TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: GC=F (R² = 0.9568)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $3.3K ($3.0K,-9% - $3.5K,+5%) +30d (1m): $3.4K,+1.2% ($3.1K,-6% - $3.6K,+9%) +60d (2m): $3.5K,+4.9% ($3.3K,-2% - $3.8K,+13%) +90d (3m): $3.6K,+8.8% ($3.4K,+1% - $3.9K,+17%) +180d (6m): $4.0K,+21.3% ($3.8K,+13% - $4.4K,+31%) +365d (1y): $5.1K,+51.7% ($4.7K,+41% - $5.4K,+63%) +EOY (187d): $4.1K,+22.3% ($3.8K,+14% - $4.4K,+32%) End-of-year outlook: 📈 Bullish Trend (+22.3%) Confidence: 95.7% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 13 periods in chart (90d ROC≈14%) 📅 Days until EOY 2025: 187 days | EOY Target: $4.1K (+22.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.78% Rounded target for matching: 5% Similar historical periods found: 327 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 327 57.5% 0.86% 0.50% 3.28% 0.14% 0.86% -10.88% 13.04% 14 days 327 59.3% 1.16% 1.21% 4.40% 0.73% 1.68% -10.52% 15.98% 30 days 327 63.9% 1.97% 2.19% 5.68% 1.57% 2.80% -19.75% 25.62% 90 days 318 77.7% 6.06% 5.76% 7.55% 4.92% 6.59% -15.99% 25.19% 180 days 313 80.2% 12.21% 11.04% 12.93% 9.60% 12.47% -28.76% 52.93% 365 days 298 85.6% 19.82% 20.27% 19.21% 18.08% 22.46% -26.07% 72.44% ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 13.71% Rounded target for matching: 14% Similar historical periods found: 112 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 112 49.1% -0.08% -0.16% 3.14% -0.75% 0.42% -12.58% 6.86% 14 days 112 48.2% -0.18% 0.27% 3.88% -0.46% 1.00% -9.08% 15.03% 30 days 112 51.8% 0.18% 0.43% 5.30% -0.56% 1.42% -11.73% 14.95% 90 days 111 59.5% 4.44% 3.70% 8.27% 2.15% 5.26% -11.02% 34.12% 180 days 108 69.4% 6.13% 7.22% 12.69% 4.80% 9.65% -31.89% 33.58% 365 days 99 87.9% 13.04% 14.67% 16.08% 11.46% 17.88% -26.28% 49.79% ======================================================================================================================== Chart 2: KC=F (R² = 0.9279)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $309.50 ($340.37,+10% - $474.83,+53%) +30d (1m): $428.13,+38.3% ($362.43,+17% - $505.74,+63%) +60d (2m): $455.94,+47.3% ($385.92,+25% - $538.67,+74%) +90d (3m): $485.56,+56.9% ($410.93,+33% - $573.75,+85%) +180d (6m): $586.47,+89.5% ($496.05,+60% - $693.36,+124%) +365d (1y): $864.57,+179.3% ($730.18,+136% - $1.0K,+231%) +EOY (187d): $595.14,+92.3% ($503.37,+63% - $703.65,+127%) End-of-year outlook: 📈 Bullish Trend (+92.3%) Confidence: 92.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-26%) 📅 Days until EOY 2025: 187 days | EOY Target: $595.14 (+92.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -19.58% Rounded target for matching: -20% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 84.2% 5.58% 4.37% 6.42% 1.28% 7.47% -10.81% 19.07% 14 days 19 73.7% 3.02% 3.32% 5.35% 0.74% 5.90% -6.94% 12.31% 30 days 19 52.6% 0.28% 1.28% 6.11% -1.66% 4.23% -6.66% 14.45% 90 days 19 47.4% -1.44% 7.11% 15.83% -0.51% 14.74% -12.51% 44.35% 180 days 19 57.9% 1.92% 3.33% 22.17% -7.36% 14.01% -25.87% 47.72% 365 days 19 68.4% 17.63% 11.23% 38.74% -7.44% 29.90% -44.24% 121.41% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -26.27% Rounded target for matching: -26% Similar historical periods found: 30 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 30 66.7% 2.15% 1.58% 5.24% -0.38% 3.53% -14.37% 10.60% 14 days 30 60.0% 1.86% 1.37% 7.22% -1.32% 4.07% -16.36% 14.83% 30 days 30 60.0% 2.23% 1.84% 8.20% -1.22% 4.90% -18.90% 16.98% 90 days 30 60.0% 7.92% 7.99% 15.95% 2.03% 13.95% -18.32% 40.93% 180 days 30 33.3% -8.30% -3.86% 13.29% -8.82% 1.10% -25.89% 32.06% 365 days 30 73.3% 23.36% 18.22% 38.76% 3.75% 32.69% -39.19% 166.19% ======================================================================================================================== Chart 3: LE=F (R² = 0.9239)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $221.70 ($196.41,-11% - $233.76,+5%) +30d (1m): $217.73,-1.8% ($199.58,-10% - $237.54,+7%) +60d (2m): $221.25,-0.2% ($202.80,-9% - $241.39,+9%) +90d (3m): $224.83,+1.4% ($206.08,-7% - $245.29,+11%) +180d (6m): $235.91,+6.4% ($216.22,-2% - $257.40,+16%) +365d (1y): $260.43,+17.5% ($238.66,+8% - $284.19,+28%) +EOY (187d): $236.80,+6.8% ($217.03,-2% - $258.36,+17%) End-of-year outlook: 📈 Bullish Trend (+6.8%) Confidence: 92.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 70 periods in chart (90d ROC≈12%) 📅 Days until EOY 2025: 187 days | EOY Target: $236.80 (+6.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.48% Rounded target for matching: 2% Similar historical periods found: 538 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 538 56.1% 0.49% 0.29% 2.76% 0.06% 0.52% -14.61% 8.25% 14 days 538 60.8% 0.72% 0.55% 3.52% 0.26% 0.85% -17.25% 9.40% 30 days 538 62.5% 1.42% 0.85% 5.35% 0.40% 1.30% -24.41% 15.93% 90 days 529 62.8% 2.97% 2.22% 9.57% 1.40% 3.03% -30.66% 32.81% 180 days 523 64.8% 4.77% 4.26% 11.66% 3.26% 5.26% -26.45% 31.65% 365 days 511 68.9% 11.00% 8.83% 17.40% 7.32% 10.35% -38.87% 54.02% ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.11% Rounded target for matching: 12% Similar historical periods found: 204 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 204 51.5% 0.07% 0.05% 2.75% -0.33% 0.43% -14.11% 11.69% 14 days 204 50.5% 0.08% -0.08% 3.35% -0.54% 0.39% -15.30% 8.71% 30 days 204 58.8% 0.99% -0.15% 5.51% -0.91% 0.61% -19.77% 15.21% 90 days 191 46.6% -0.80% -1.31% 9.77% -2.71% 0.08% -28.63% 16.94% 180 days 187 66.3% 5.25% 4.00% 12.24% 2.23% 5.76% -21.09% 33.20% 365 days 186 70.4% 8.12% 6.45% 15.53% 4.20% 8.70% -27.59% 37.87% ======================================================================================================================== Chart 4: DX=F (R² = 0.9152)
📊 PRICE PROJECTIONS (Linear Regression - 120 days): Current: $96.76 ($94.67,-2% - $98.88,+2%) +30d (1m): $93.82,-3.0% ($91.77,-5% - $95.91,-1%) +60d (2m): $90.98,-6.0% ($88.95,-8% - $93.05,-4%) +90d (3m): $88.22,-8.8% ($86.21,-11% - $90.28,-7%) +180d (6m): $80.44,-16.9% ($78.43,-19% - $82.51,-15%) +365d (1y): $66.54,-31.2% ($64.43,-33% - $68.72,-29%) +EOY (187d): $79.87,-17.5% ($77.85,-20% - $81.94,-15%) End-of-year outlook: 📉 Bearish Trend (-17.5%) Confidence: 91.5% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $79.87 (-17.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.94% Rounded target for matching: -4% Similar historical periods found: 289 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 289 48.4% -0.06% -0.08% 1.28% -0.23% 0.07% -3.49% 3.44% 14 days 289 45.7% -0.22% -0.31% 1.73% -0.51% -0.10% -4.79% 4.88% 30 days 289 43.9% -0.45% -0.59% 2.54% -0.88% -0.29% -7.10% 5.58% 90 days 264 39.8% -1.37% -0.87% 3.81% -1.33% -0.41% -8.51% 7.62% 180 days 264 42.8% -0.82% -0.20% 6.65% -1.00% 0.61% -12.05% 21.04% 365 days 263 55.5% 0.79% -0.67% 8.36% -1.68% 0.35% -19.61% 21.63% ======================================================================================================================== DX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -9.62% Rounded target for matching: -10% Similar historical periods found: 53 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 53 47.2% -0.14% 0.05% 1.44% -0.35% 0.44% -2.59% 3.42% 14 days 53 54.7% 0.14% 0.22% 1.72% -0.25% 0.70% -3.26% 4.13% 30 days 53 66.0% 0.67% 0.93% 1.83% 0.42% 1.43% -2.90% 4.98% 90 days 53 39.6% -0.66% -0.42% 3.06% -1.26% 0.43% -6.85% 5.44% 180 days 53 43.4% -2.02% -0.42% 5.39% -1.91% 1.06% -8.45% 11.38% 365 days 53 71.7% 1.73% -2.43% 8.89% -4.88% 0.02% -19.66% 9.52% ======================================================================================================================== Chart 5: PL=F (R² = 0.9141)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $1.4K ($1.3K,-9% - $1.4K,+3%) +30d (1m): $1.9K,+33.5% ($1.7K,+23% - $2.0K,+45%) +60d (2m): $2.6K,+84.2% ($2.3K,+65% - $2.9K,+105%) +90d (3m): $3.6K,+154.2% ($3.1K,+121% - $4.1K,+193%) +180d (6m): $9.3K,+567.8% ($7.3K,+422% - $12.0K,+755%) +365d (1y): $68.1K,+4763.7% ($42.5K,+2938% - $109.0K,+7687%) +EOY (187d): $10.1K,+619.9% ($7.8K,+458% - $13.0K,+829%) End-of-year outlook: 📈 Bullish Trend (+619.9%) Confidence: 91.4% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $10.1K (+619.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 40.46% Rounded target for matching: 40% Similar historical periods found: 7 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 7 14.3% -0.85% -2.06% 2.37% -4.25% 0.13% -5.27% 1.09% 14 days 7 14.3% -6.02% -5.39% 4.04% -9.13% -1.66% -10.29% 1.63% 30 days 7 0.0% -5.98% -12.21% 15.36% -26.41% 2.00% -48.36% -0.70% 90 days 7 14.3% -12.03% -12.71% 12.03% -23.84% -1.59% -38.95% 3.68% 180 days 7 57.1% 2.78% -4.40% 16.65% -19.79% 11.00% -24.63% 21.24% 365 days 7 14.3% -13.51% -14.61% 11.30% -25.07% -4.16% -30.61% 5.32% ======================================================================================================================== Chart 6: ES=F (R² = 0.9110)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $6.2K ($5.7K,-8% - $6.9K,+11%) +30d (1m): $6.4K,+3.3% ($5.8K,-6% - $7.0K,+13%) +60d (2m): $6.5K,+5.5% ($6.0K,-4% - $7.2K,+16%) +90d (3m): $6.7K,+7.8% ($6.1K,-2% - $7.3K,+18%) +180d (6m): $7.1K,+14.8% ($6.5K,+5% - $7.8K,+26%) +365d (1y): $8.1K,+30.8% ($7.4K,+19% - $8.9K,+44%) +EOY (187d): $7.1K,+15.4% ($6.5K,+5% - $7.9K,+27%) End-of-year outlook: 📈 Bullish Trend (+15.4%) Confidence: 91.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 18 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 187 days | EOY Target: $7.1K (+15.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.85% Rounded target for matching: 5% Similar historical periods found: 405 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 405 62.2% 0.41% 0.25% 1.81% 0.08% 0.43% -7.25% 5.41% 14 days 405 60.5% 0.71% 0.19% 2.96% -0.10% 0.48% -16.31% 7.10% 30 days 405 64.4% 1.22% 0.60% 4.77% 0.13% 1.06% -25.27% 9.61% 90 days 405 71.4% 3.78% 2.86% 7.52% 2.13% 3.60% -27.07% 17.35% 180 days 403 77.4% 8.05% 5.88% 11.48% 4.75% 7.00% -41.90% 29.55% 365 days 371 78.4% 15.68% 11.17% 19.70% 9.16% 13.18% -55.79% 54.21% ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.78% Rounded target for matching: 1% Similar historical periods found: 247 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 247 52.6% 0.12% -0.16% 2.57% -0.48% 0.17% -10.37% 5.32% 14 days 247 57.5% 0.56% 0.08% 3.39% -0.35% 0.50% -11.37% 7.20% 30 days 247 65.6% 1.58% 0.53% 4.75% -0.06% 1.13% -14.81% 9.21% 90 days 245 67.3% 3.41% 2.11% 8.55% 1.03% 3.18% -35.23% 18.18% 180 days 245 70.2% 6.09% 4.03% 13.12% 2.38% 5.68% -49.22% 29.55% 365 days 244 84.0% 14.44% 10.29% 20.21% 7.74% 12.84% -55.79% 47.41% ======================================================================================================================== Chart 7: NQ=F (R² = 0.9022)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $22.7K ($20.3K,-10% - $26.6K,+17%) +30d (1m): $23.9K,+5.5% ($20.9K,-8% - $27.4K,+21%) +60d (2m): $24.6K,+8.6% ($21.5K,-5% - $28.2K,+24%) +90d (3m): $25.3K,+11.7% ($22.1K,-2% - $29.0K,+28%) +180d (6m): $27.6K,+21.8% ($24.1K,+6% - $31.6K,+39%) +365d (1y): $33.0K,+45.5% ($28.8K,+27% - $37.8K,+67%) +EOY (187d): $27.8K,+22.6% ($24.3K,+7% - $31.8K,+40%) End-of-year outlook: 📈 Bullish Trend (+22.6%) Confidence: 90.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 16 periods in chart (90d ROC≈2%) 📅 Days until EOY 2025: 187 days | EOY Target: $27.8K (+22.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 5.97% Rounded target for matching: 6% Similar historical periods found: 350 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 350 60.0% 0.56% 0.33% 2.70% 0.05% 0.62% -11.99% 7.49% 14 days 350 66.3% 1.17% 0.65% 3.89% 0.24% 1.06% -23.71% 13.24% 30 days 350 67.7% 2.22% 1.68% 6.01% 1.05% 2.31% -27.11% 19.17% 90 days 350 72.3% 4.94% 3.91% 10.02% 2.85% 4.96% -39.28% 41.76% 180 days 344 79.9% 12.47% 10.44% 14.82% 8.87% 12.01% -48.47% 49.63% 365 days 331 83.4% 22.21% 20.88% 25.30% 18.14% 23.61% -52.09% 74.13% ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.97% Rounded target for matching: 2% Similar historical periods found: 207 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 207 65.7% 0.95% 0.76% 3.01% 0.35% 1.17% -8.73% 8.96% 14 days 207 69.6% 1.76% 1.20% 3.91% 0.66% 1.74% -10.20% 10.49% 30 days 207 69.6% 2.94% 1.71% 6.50% 0.82% 2.60% -17.78% 15.68% 90 days 205 67.3% 5.42% 4.04% 13.48% 2.18% 5.89% -36.72% 40.88% 180 days 202 82.2% 8.21% 8.83% 16.84% 6.50% 11.17% -42.00% 52.32% 365 days 199 86.9% 19.01% 20.35% 21.92% 17.29% 23.42% -40.87% 74.87% ======================================================================================================================== Chart 8: HE=F (R² = 0.8946)
📊 PRICE PROJECTIONS (Linear Regression - 60 days): Current: $112.32 ($104.22,-7% - $116.39,+4%) +30d (1m): $126.05,+12.2% ($118.83,+6% - $133.71,+19%) +60d (2m): $144.27,+28.4% ($135.23,+20% - $153.92,+37%) +90d (3m): $165.12,+47.0% ($153.64,+37% - $177.46,+58%) +180d (6m): $247.56,+120.4% ($224.10,+100% - $273.47,+143%) +365d (1y): $569.10,+406.7% ($481.83,+329% - $672.18,+498%) +EOY (187d): $255.48,+127.4% ($230.73,+105% - $282.88,+152%) End-of-year outlook: 📈 Bullish Trend (+127.4%) Confidence: 89.5% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $255.48 (+127.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 23.47% Rounded target for matching: 23% Similar historical periods found: 33 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 33 54.5% 0.34% 0.68% 6.65% -1.68% 3.04% -16.53% 12.66% 14 days 33 57.6% 2.28% 2.94% 11.00% -0.96% 6.84% -23.95% 27.54% 30 days 33 54.5% 0.42% 1.41% 15.32% -4.03% 6.84% -23.92% 36.24% 90 days 33 30.3% -12.47% -7.91% 20.87% -15.31% -0.51% -34.74% 35.43% 180 days 33 18.2% -11.63% -7.06% 20.78% -14.43% 0.31% -36.80% 56.48% 365 days 32 40.6% -13.73% -1.21% 29.17% -11.73% 9.30% -42.38% 57.10% ======================================================================================================================== HE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 25.54% Rounded target for matching: 26% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 52.1% 0.73% 0.66% 6.03% -1.09% 2.41% -16.28% 17.02% 14 days 48 60.4% 1.64% 1.90% 8.42% -0.54% 4.35% -18.33% 23.33% 30 days 48 62.5% 2.42% 2.69% 13.29% -1.17% 6.55% -23.40% 40.20% 90 days 48 39.6% -8.44% -7.28% 18.81% -12.74% -1.82% -37.48% 36.47% 180 days 48 25.0% -6.93% -4.63% 20.36% -10.54% 1.28% -50.55% 94.98% 365 days 45 20.0% -14.91% -10.41% 18.62% -16.00% -4.81% -43.10% 62.09% ======================================================================================================================== Chart 9: SB=F (R² = 0.8832)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $15.65 ($15.54,-1% - $16.33,+4%) +30d (1m): $14.28,-8.8% ($13.82,-12% - $14.75,-6%) +60d (2m): $12.80,-18.2% ($12.25,-22% - $13.38,-15%) +90d (3m): $11.47,-26.7% ($10.84,-31% - $12.15,-22%) +180d (6m): $8.26,-47.2% ($7.48,-52% - $9.13,-42%) +365d (1y): $4.21,-73.1% ($3.48,-78% - $5.09,-67%) +EOY (187d): $8.06,-48.5% ($7.27,-54% - $8.93,-43%) End-of-year outlook: 📉 Bearish Trend (-48.5%) Confidence: 88.3% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $8.06 (-48.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -14.11% Rounded target for matching: -14% Similar historical periods found: 71 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 71 42.3% -1.34% -0.30% 6.01% -1.73% 1.12% -17.88% 11.92% 14 days 71 56.3% 0.50% 0.78% 7.44% -0.98% 2.55% -21.14% 22.69% 30 days 71 60.6% 3.58% 1.79% 9.88% -0.54% 4.13% -31.45% 25.21% 90 days 70 34.3% -4.30% -0.40% 15.92% -4.20% 3.39% -29.30% 50.04% 180 days 68 33.8% -6.94% -1.42% 23.31% -7.06% 4.23% -33.82% 76.18% 365 days 65 50.8% 0.78% 6.10% 37.28% -3.14% 15.34% -43.20% 98.76% ======================================================================================================================== SB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -23.36% Rounded target for matching: -23% Similar historical periods found: 54 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 54 63.0% 1.61% 1.13% 5.25% -0.31% 2.56% -12.79% 13.92% 14 days 54 66.7% 4.79% 3.24% 6.71% 1.41% 5.07% -13.30% 17.54% 30 days 54 74.1% 3.56% 4.78% 9.59% 2.16% 7.39% -17.95% 31.18% 90 days 54 64.8% 5.64% 7.01% 15.90% 2.67% 11.35% -21.26% 53.36% 180 days 54 61.1% 10.39% 13.42% 27.02% 6.05% 20.80% -33.95% 72.15% 365 days 49 71.4% 11.30% 24.86% 37.62% 14.06% 35.66% -34.10% 99.42% ======================================================================================================================== Chart 10: CC=F (R² = 0.8816)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.4K ($8.5K,-9% - $18.4K,+96%) +30d (1m): $13.5K,+43.8% ($9.2K,-2% - $19.8K,+111%) +60d (2m): $14.5K,+54.8% ($9.9K,+5% - $21.3K,+128%) +90d (3m): $15.6K,+66.7% ($10.6K,+13% - $22.9K,+145%) +180d (6m): $19.5K,+108.1% ($13.2K,+42% - $28.7K,+206%) +365d (1y): $30.7K,+228.3% ($20.9K,+123% - $45.3K,+384%) +EOY (187d): $19.8K,+111.7% ($13.5K,+44% - $29.2K,+211%) End-of-year outlook: 📈 Bullish Trend (+111.7%) Confidence: 88.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-8%) 📅 Days until EOY 2025: 187 days | EOY Target: $19.8K (+111.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.96% Rounded target for matching: -8% Similar historical periods found: 170 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 170 57.6% 0.95% 1.16% 5.22% 0.37% 1.95% -14.95% 25.88% 14 days 170 58.2% 1.07% 1.67% 6.95% 0.62% 2.73% -19.63% 25.86% 30 days 170 57.1% 2.04% 1.29% 10.74% -0.33% 2.92% -23.87% 73.29% 90 days 168 58.9% 4.63% 2.88% 13.05% 0.90% 4.87% -29.19% 47.78% 180 days 167 64.7% 5.37% 5.85% 17.82% 3.13% 8.57% -34.65% 66.38% 365 days 165 68.5% 4.40% 11.30% 31.33% 6.48% 16.11% -36.26% 126.89% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.86% Rounded target for matching: -8% Similar historical periods found: 134 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 134 55.2% 0.72% 0.75% 4.84% -0.08% 1.58% -10.40% 18.41% 14 days 134 57.5% 1.04% 0.98% 6.64% -0.15% 2.12% -21.96% 22.14% 30 days 134 56.0% 0.88% 1.29% 10.19% -0.46% 3.03% -23.50% 52.45% 90 days 132 59.1% 4.64% 4.97% 15.74% 2.26% 7.68% -32.90% 46.42% 180 days 131 73.3% 7.49% 7.60% 21.04% 3.97% 11.24% -35.79% 72.35% 365 days 130 63.8% 5.70% 15.47% 41.09% 8.33% 22.60% -37.66% 149.58% ======================================================================================================================== Chart 11: YM=F (R² = 0.8781)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $43.7K ($41.2K,-6% - $48.2K,+10%) +30d (1m): $45.2K,+3.5% ($41.8K,-4% - $48.9K,+12%) +60d (2m): $45.9K,+5.0% ($42.5K,-3% - $49.6K,+14%) +90d (3m): $46.6K,+6.6% ($43.1K,-1% - $50.4K,+15%) +180d (6m): $48.7K,+11.4% ($45.0K,+3% - $52.7K,+20%) +365d (1y): $53.3K,+22.0% ($49.3K,+13% - $57.7K,+32%) +EOY (187d): $48.9K,+11.8% ($45.2K,+3% - $52.8K,+21%) End-of-year outlook: 📈 Bullish Trend (+11.8%) Confidence: 87.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 33 periods in chart (90d ROC≈-2%) 📅 Days until EOY 2025: 187 days | EOY Target: $48.9K (+11.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.80% Rounded target for matching: 4% Similar historical periods found: 508 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 508 56.7% 0.34% 0.01% 1.93% -0.15% 0.18% -8.64% 6.04% 14 days 508 60.2% 0.73% 0.19% 2.70% -0.04% 0.43% -12.18% 8.16% 30 days 508 63.6% 1.41% 0.70% 4.27% 0.33% 1.08% -24.30% 13.60% 90 days 506 68.6% 2.66% 2.15% 7.16% 1.53% 2.78% -26.50% 21.21% 180 days 484 77.1% 6.39% 5.36% 10.08% 4.46% 6.26% -39.25% 29.06% 365 days 466 89.1% 13.97% 12.22% 13.74% 10.97% 13.47% -52.30% 42.89% ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.07% Rounded target for matching: -2% Similar historical periods found: 205 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 205 62.9% 0.63% 0.36% 2.63% -0.00% 0.72% -9.86% 5.76% 14 days 205 58.5% 0.81% 0.41% 3.52% -0.07% 0.90% -11.07% 7.40% 30 days 205 56.6% 1.15% 0.48% 4.90% -0.20% 1.15% -15.24% 11.27% 90 days 197 74.6% 5.34% 4.32% 7.23% 3.30% 5.33% -33.50% 17.66% 180 days 197 83.8% 6.89% 6.61% 11.80% 4.95% 8.27% -45.81% 31.17% 365 days 195 89.2% 17.35% 15.02% 13.58% 13.11% 16.94% -41.48% 36.43% ======================================================================================================================== Chart 12: ZS=F (R² = 0.8657)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.0K ($854.90,-16% - $1.1K,+5%) +30d (1m): $940.24,-8.1% ($837.34,-18% - $1.1K,+3%) +60d (2m): $920.97,-10.0% ($820.15,-20% - $1.0K,+1%) +90d (3m): $902.09,-11.8% ($803.30,-21% - $1.0K,-1%) +180d (6m): $847.75,-17.1% ($754.80,-26% - $952.15,-7%) +365d (1y): $746.12,-27.0% ($664.05,-35% - $838.33,-18%) +EOY (187d): $843.67,-17.5% ($751.15,-27% - $947.58,-7%) End-of-year outlook: 📉 Bearish Trend (-17.5%) Confidence: 86.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 34 periods in chart (90d ROC≈-1%) 📅 Days until EOY 2025: 187 days | EOY Target: $843.67 (-17.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.17% Rounded target for matching: -4% Similar historical periods found: 257 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 257 61.1% 0.74% 0.71% 3.57% 0.27% 1.15% -10.08% 9.71% 14 days 257 57.2% 0.91% 0.59% 4.81% -0.00% 1.18% -18.25% 18.45% 30 days 257 59.5% 1.74% 1.62% 7.24% 0.73% 2.51% -21.01% 21.08% 90 days 249 57.0% 2.01% 3.94% 13.00% 2.32% 5.56% -36.67% 40.18% 180 days 241 49.8% -0.11% 6.14% 22.97% 3.22% 9.05% -32.55% 79.39% 365 days 231 55.4% 4.89% 10.12% 34.43% 5.66% 14.58% -39.25% 175.23% ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -1.28% Rounded target for matching: -1% Similar historical periods found: 215 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 215 51.6% 0.12% -0.13% 3.83% -0.65% 0.38% -24.49% 11.93% 14 days 215 46.5% -0.26% -0.39% 5.27% -1.10% 0.32% -36.02% 18.88% 30 days 215 51.6% 0.28% -0.14% 7.43% -1.14% 0.86% -33.51% 24.49% 90 days 212 55.7% 1.38% 3.14% 14.00% 1.25% 5.04% -42.32% 35.58% 180 days 207 60.9% 4.92% 9.14% 21.56% 6.18% 12.09% -36.04% 82.78% 365 days 200 69.5% 13.34% 22.00% 37.70% 16.74% 27.25% -37.00% 131.32% ======================================================================================================================== Chart 13: PA=F (R² = 0.8580)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $1.1K ($611.32,-46% - $1.0K,-9%) +30d (1m): $768.25,-32.4% ($590.79,-48% - $999.02,-12%) +60d (2m): $742.49,-34.7% ($570.95,-50% - $965.57,-15%) +90d (3m): $717.59,-36.9% ($551.77,-51% - $933.24,-18%) +180d (6m): $647.79,-43.0% ($498.01,-56% - $842.61,-26%) +365d (1y): $524.90,-53.8% ($403.35,-65% - $683.06,-40%) +EOY (187d): $642.65,-43.5% ($494.05,-57% - $835.94,-26%) End-of-year outlook: 📉 Bearish Trend (-43.5%) Confidence: 85.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈13%) 📅 Days until EOY 2025: 187 days | EOY Target: $642.65 (-43.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 19.68% Rounded target for matching: 20% Similar historical periods found: 40 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 40 67.5% 1.97% 1.64% 7.03% -0.61% 3.89% -22.38% 14.02% 14 days 40 70.0% 3.63% 2.77% 8.72% -0.02% 5.55% -25.55% 16.96% 30 days 40 65.0% 3.88% 4.37% 13.22% 0.14% 8.60% -22.59% 27.26% 90 days 40 52.5% 0.90% 1.04% 28.17% -7.97% 10.05% -59.56% 65.25% 180 days 39 64.1% 9.50% 7.27% 34.11% -3.78% 18.33% -50.36% 66.27% 365 days 39 48.7% -0.22% 19.65% 66.64% -1.96% 41.25% -61.65% 170.33% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.75% Rounded target for matching: 13% Similar historical periods found: 102 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 102 56.9% 0.41% 0.83% 4.77% -0.11% 1.77% -11.54% 22.22% 14 days 102 54.9% 0.63% 1.12% 5.73% -0.01% 2.24% -15.04% 23.64% 30 days 102 66.7% 2.35% 3.01% 9.54% 1.14% 4.89% -20.19% 31.31% 90 days 102 62.7% 4.92% 6.33% 21.43% 2.12% 10.54% -34.88% 84.83% 180 days 102 53.9% 1.78% 3.99% 26.48% -1.21% 9.19% -59.14% 79.92% 365 days 102 49.0% -0.83% 8.85% 44.61% 0.09% 17.61% -61.53% 210.89% ======================================================================================================================== Chart 14: SI=F (R² = 0.8536)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $36.59 ($29.88,-18% - $39.28,+7%) +30d (1m): $35.06,-4.2% ($30.58,-16% - $40.21,+10%) +60d (2m): $35.89,-1.9% ($31.29,-14% - $41.15,+12%) +90d (3m): $36.73,+0.4% ($32.03,-12% - $42.13,+15%) +180d (6m): $39.39,+7.7% ($34.34,-6% - $45.18,+23%) +365d (1y): $45.46,+24.3% ($39.62,+8% - $52.17,+43%) +EOY (187d): $39.60,+8.2% ($34.52,-6% - $45.42,+24%) End-of-year outlook: 📈 Bullish Trend (+8.2%) Confidence: 85.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 21 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: $39.60 (+8.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 13.53% Rounded target for matching: 14% Similar historical periods found: 88 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 88 50.0% 0.14% 0.74% 5.76% -0.48% 1.97% -11.24% 14.48% 14 days 88 62.5% 1.82% 2.31% 6.99% 0.83% 3.79% -10.54% 19.00% 30 days 88 52.3% 0.37% 2.37% 12.03% -0.18% 4.92% -30.30% 53.96% 90 days 88 63.6% 3.22% 8.81% 23.34% 3.87% 13.76% -50.23% 77.59% 180 days 88 68.2% 6.85% 11.93% 29.25% 5.73% 18.13% -44.25% 88.38% 365 days 81 64.2% 27.38% 24.24% 39.87% 15.43% 33.06% -42.54% 144.67% ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.81% Rounded target for matching: 10% Similar historical periods found: 127 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 127 57.5% 0.86% 0.73% 4.66% -0.09% 1.55% -23.08% 12.94% 14 days 127 56.7% 0.82% 0.91% 6.78% -0.28% 2.10% -20.84% 22.03% 30 days 127 51.2% 0.01% 1.67% 8.00% 0.27% 3.08% -12.41% 22.51% 90 days 126 58.7% 2.62% 5.38% 17.57% 2.29% 8.48% -36.50% 56.40% 180 days 120 62.5% 6.96% 8.90% 24.77% 4.42% 13.37% -44.92% 138.60% 365 days 112 66.1% 20.17% 19.52% 32.14% 13.50% 25.54% -42.87% 91.21% ======================================================================================================================== Chart 15: OJ=F (R² = 0.7990)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $231.30 ($171.94,-26% - $297.96,+29%) +30d (1m): $193.14,-16.5% ($146.46,-37% - $254.70,+10%) +60d (2m): $164.81,-28.7% ($124.71,-46% - $217.82,-6%) +90d (3m): $140.64,-39.2% ($106.13,-54% - $186.37,-19%) +180d (6m): $87.39,-62.2% ($65.24,-72% - $117.05,-49%) +365d (1y): $32.86,-85.8% ($23.74,-90% - $45.49,-80%) +EOY (187d): $84.21,-63.6% ($62.81,-73% - $112.91,-51%) End-of-year outlook: 📉 Bearish Trend (-63.6%) Confidence: 79.9% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $84.21 (-63.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -5.13% Rounded target for matching: -5% Similar historical periods found: 228 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 228 48.7% -0.10% 0.49% 5.99% -0.29% 1.28% -15.35% 18.45% 14 days 228 49.1% -0.14% 0.39% 7.86% -0.64% 1.41% -25.51% 26.26% 30 days 228 55.3% 1.75% 1.15% 11.37% -0.34% 2.63% -41.52% 33.88% 90 days 227 53.3% 0.52% 2.46% 21.18% -0.31% 5.23% -44.54% 55.34% 180 days 221 52.9% 3.61% 5.03% 29.89% 1.07% 8.99% -48.89% 88.76% 365 days 217 53.0% 0.52% 14.34% 43.60% 8.50% 20.17% -41.39% 132.61% ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -31.86% Rounded target for matching: -32% Similar historical periods found: 12 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 12 41.7% -3.28% -2.65% 6.11% -6.53% 1.23% -11.38% 6.65% 14 days 12 16.7% -2.82% -3.21% 7.29% -7.84% 1.42% -15.54% 14.58% 30 days 12 50.0% -1.32% -1.92% 8.37% -7.23% 3.40% -13.98% 12.18% 90 days 12 83.3% 11.79% 9.42% 12.27% 1.63% 17.22% -15.94% 24.83% 180 days 12 66.7% 4.00% 6.33% 16.64% -4.24% 16.90% -17.79% 30.05% 365 days 12 75.0% 7.17% 20.82% 50.03% -10.97% 52.61% -43.10% 98.70% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 3 FUTURES INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 CC=F 25.1% 0.881628 86.1% $9.4K 33.6% 750 d 2 KC=F 23.0% 0.927929 69.7% $309.50 29.9% 500 d 3 NG=F 20.5% 0.705623 77.1% $3.26 25.8% 365 d 📊 DISPLAYING ALL 3 UNDERVALUED FUTURES OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: CC=F (Undervalued by 25.1%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $9.4K ($8.5K,-9% - $18.4K,+96%) +30d (1m): $13.5K,+43.8% ($9.2K,-2% - $19.8K,+111%) +60d (2m): $14.5K,+54.8% ($9.9K,+5% - $21.3K,+128%) +90d (3m): $15.6K,+66.7% ($10.6K,+13% - $22.9K,+145%) +180d (6m): $19.5K,+108.1% ($13.2K,+42% - $28.7K,+206%) +365d (1y): $30.7K,+228.3% ($20.9K,+123% - $45.3K,+384%) +EOY (187d): $19.8K,+111.7% ($13.5K,+44% - $29.2K,+211%) End-of-year outlook: 📈 Bullish Trend (+111.7%) Confidence: 88.2% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-8%) 📅 Days until EOY 2025: 187 days | EOY Target: $19.8K (+111.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.96% Rounded target for matching: -8% Similar historical periods found: 170 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 170 57.6% 0.95% 1.16% 5.22% 0.37% 1.95% -14.95% 25.88% 14 days 170 58.2% 1.07% 1.67% 6.95% 0.62% 2.73% -19.63% 25.86% 30 days 170 57.1% 2.04% 1.29% 10.74% -0.33% 2.92% -23.87% 73.29% 90 days 168 58.9% 4.63% 2.88% 13.05% 0.90% 4.87% -29.19% 47.78% 180 days 167 64.7% 5.37% 5.85% 17.82% 3.13% 8.57% -34.65% 66.38% 365 days 165 68.5% 4.40% 11.30% 31.33% 6.48% 16.11% -36.26% 126.89% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.86% Rounded target for matching: -8% Similar historical periods found: 134 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 134 55.2% 0.72% 0.75% 4.84% -0.08% 1.58% -10.40% 18.41% 14 days 134 57.5% 1.04% 0.98% 6.64% -0.15% 2.12% -21.96% 22.14% 30 days 134 56.0% 0.88% 1.29% 10.19% -0.46% 3.03% -23.50% 52.45% 90 days 132 59.1% 4.64% 4.97% 15.74% 2.26% 7.68% -32.90% 46.42% 180 days 131 73.3% 7.49% 7.60% 21.04% 3.97% 11.24% -35.79% 72.35% 365 days 130 63.8% 5.70% 15.47% 41.09% 8.33% 22.60% -37.66% 149.58% ======================================================================================================================== Chart 2: KC=F (Undervalued by 23.0%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $309.50 ($340.37,+10% - $474.83,+53%) +30d (1m): $428.13,+38.3% ($362.43,+17% - $505.74,+63%) +60d (2m): $455.94,+47.3% ($385.92,+25% - $538.67,+74%) +90d (3m): $485.56,+56.9% ($410.93,+33% - $573.75,+85%) +180d (6m): $586.47,+89.5% ($496.05,+60% - $693.36,+124%) +365d (1y): $864.57,+179.3% ($730.18,+136% - $1.0K,+231%) +EOY (187d): $595.14,+92.3% ($503.37,+63% - $703.65,+127%) End-of-year outlook: 📈 Bullish Trend (+92.3%) Confidence: 92.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-26%) 📅 Days until EOY 2025: 187 days | EOY Target: $595.14 (+92.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -19.58% Rounded target for matching: -20% Similar historical periods found: 19 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 84.2% 5.58% 4.37% 6.42% 1.28% 7.47% -10.81% 19.07% 14 days 19 73.7% 3.02% 3.32% 5.35% 0.74% 5.90% -6.94% 12.31% 30 days 19 52.6% 0.28% 1.28% 6.11% -1.66% 4.23% -6.66% 14.45% 90 days 19 47.4% -1.44% 7.11% 15.83% -0.51% 14.74% -12.51% 44.35% 180 days 19 57.9% 1.92% 3.33% 22.17% -7.36% 14.01% -25.87% 47.72% 365 days 19 68.4% 17.63% 11.23% 38.74% -7.44% 29.90% -44.24% 121.41% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -26.27% Rounded target for matching: -26% Similar historical periods found: 30 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 30 66.7% 2.15% 1.58% 5.24% -0.38% 3.53% -14.37% 10.60% 14 days 30 60.0% 1.86% 1.37% 7.22% -1.32% 4.07% -16.36% 14.83% 30 days 30 60.0% 2.23% 1.84% 8.20% -1.22% 4.90% -18.90% 16.98% 90 days 30 60.0% 7.92% 7.99% 15.95% 2.03% 13.95% -18.32% 40.93% 180 days 30 33.3% -8.30% -3.86% 13.29% -8.82% 1.10% -25.89% 32.06% 365 days 30 73.3% 23.36% 18.22% 38.76% 3.75% 32.69% -39.19% 166.19% ======================================================================================================================== Chart 3: NG=F (Undervalued by 20.5%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $3.26 ($3.02,-7% - $5.57,+71%) +30d (1m): $4.39,+34.7% ($3.23,-1% - $5.96,+83%) +60d (2m): $4.70,+44.1% ($3.46,+6% - $6.38,+96%) +90d (3m): $5.03,+54.3% ($3.70,+14% - $6.84,+110%) +180d (6m): $6.17,+89.3% ($4.53,+39% - $8.41,+158%) +365d (1y): $9.39,+187.9% ($6.85,+110% - $12.87,+295%) +EOY (187d): $6.27,+92.3% ($4.60,+41% - $8.54,+162%) End-of-year outlook: 📈 Bullish Trend (+92.3%) Confidence: 70.6% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 4 periods in chart (90d ROC≈-19%) 📅 Days until EOY 2025: 187 days | EOY Target: $6.27 (+92.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.62% Rounded target for matching: -7% Similar historical periods found: 173 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 173 46.8% -0.38% 0.82% 9.04% -0.54% 2.18% -20.30% 36.74% 14 days 173 44.5% -1.59% 0.81% 12.09% -1.00% 2.62% -23.90% 54.58% 30 days 173 50.3% 0.11% 1.70% 17.65% -0.95% 4.35% -40.74% 80.05% 90 days 172 48.8% -1.20% 1.98% 28.85% -2.36% 6.33% -64.84% 110.02% 180 days 170 53.5% 3.17% 6.89% 41.80% 0.56% 13.22% -70.56% 145.85% 365 days 165 50.3% 0.05% 8.47% 45.79% 1.43% 15.51% -80.25% 184.03% ======================================================================================================================== NG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -18.62% Rounded target for matching: -19% Similar historical periods found: 72 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 72 51.4% 0.43% 1.36% 8.17% -0.56% 3.27% -19.05% 20.69% 14 days 72 50.0% 0.28% 2.35% 14.71% -1.11% 5.81% -39.46% 50.21% 30 days 72 59.7% 4.14% 6.53% 23.10% 1.10% 11.96% -55.31% 67.78% 90 days 72 61.1% 7.90% 10.55% 36.81% 1.90% 19.20% -65.49% 111.36% 180 days 69 62.3% 17.43% 17.68% 42.69% 7.43% 27.94% -57.98% 105.02% 365 days 68 55.9% 14.82% 20.97% 64.03% 5.47% 36.46% -66.38% 262.82% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 2 FUTURES INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 PA=F 43.1% 0.857962 -24.9% $1.1K 30.1% 1000d 2 HO=F 13.6% 0.711126 -17.2% $2.36 12.0% 500 d 📊 DISPLAYING ALL 2 OVERVALUED FUTURES WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: PA=F (Overvalued by 43.1%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $1.1K ($611.32,-46% - $1.0K,-9%) +30d (1m): $768.25,-32.4% ($590.79,-48% - $999.02,-12%) +60d (2m): $742.49,-34.7% ($570.95,-50% - $965.57,-15%) +90d (3m): $717.59,-36.9% ($551.77,-51% - $933.24,-18%) +180d (6m): $647.79,-43.0% ($498.01,-56% - $842.61,-26%) +365d (1y): $524.90,-53.8% ($403.35,-65% - $683.06,-40%) +EOY (187d): $642.65,-43.5% ($494.05,-57% - $835.94,-26%) End-of-year outlook: 📉 Bearish Trend (-43.5%) Confidence: 85.8% | Valuation: OVERVALUED 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈13%) 📅 Days until EOY 2025: 187 days | EOY Target: $642.65 (-43.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 19.68% Rounded target for matching: 20% Similar historical periods found: 40 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 40 67.5% 1.97% 1.64% 7.03% -0.61% 3.89% -22.38% 14.02% 14 days 40 70.0% 3.63% 2.77% 8.72% -0.02% 5.55% -25.55% 16.96% 30 days 40 65.0% 3.88% 4.37% 13.22% 0.14% 8.60% -22.59% 27.26% 90 days 40 52.5% 0.90% 1.04% 28.17% -7.97% 10.05% -59.56% 65.25% 180 days 39 64.1% 9.50% 7.27% 34.11% -3.78% 18.33% -50.36% 66.27% 365 days 39 48.7% -0.22% 19.65% 66.64% -1.96% 41.25% -61.65% 170.33% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.75% Rounded target for matching: 13% Similar historical periods found: 102 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 102 56.9% 0.41% 0.83% 4.77% -0.11% 1.77% -11.54% 22.22% 14 days 102 54.9% 0.63% 1.12% 5.73% -0.01% 2.24% -15.04% 23.64% 30 days 102 66.7% 2.35% 3.01% 9.54% 1.14% 4.89% -20.19% 31.31% 90 days 102 62.7% 4.92% 6.33% 21.43% 2.12% 10.54% -34.88% 84.83% 180 days 102 53.9% 1.78% 3.99% 26.48% -1.21% 9.19% -59.14% 79.92% 365 days 102 49.0% -0.83% 8.85% 44.61% 0.09% 17.61% -61.53% 210.89% ======================================================================================================================== Chart 2: HO=F (Overvalued by 13.6%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $2.36 ($1.81,-23% - $2.38,+1%) +30d (1m): $2.03,-13.9% ($1.77,-25% - $2.33,-1%) +60d (2m): $1.99,-15.9% ($1.73,-27% - $2.28,-4%) +90d (3m): $1.94,-17.7% ($1.69,-28% - $2.23,-6%) +180d (6m): $1.81,-23.1% ($1.58,-33% - $2.08,-12%) +365d (1y): $1.58,-33.1% ($1.38,-42% - $1.81,-23%) +EOY (187d): $1.81,-23.5% ($1.57,-33% - $2.07,-12%) End-of-year outlook: 📉 Bearish Trend (-23.5%) Confidence: 71.1% | Valuation: OVERVALUED 🎯 Historical pattern matches: 14 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.81 (-23.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.98% Rounded target for matching: 7% Similar historical periods found: 174 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 174 52.3% 0.32% 0.83% 4.59% 0.14% 1.51% -12.54% 12.24% 14 days 174 50.6% 0.10% 0.61% 7.08% -0.45% 1.67% -17.42% 24.90% 30 days 174 49.4% -0.24% 0.43% 9.84% -1.04% 1.90% -22.11% 28.62% 90 days 174 64.4% 6.95% 4.85% 19.39% 1.95% 7.75% -59.16% 63.35% 180 days 169 58.0% 9.05% 8.78% 33.22% 3.73% 13.82% -68.76% 94.15% 365 days 166 60.8% 8.77% 18.63% 50.91% 10.83% 26.43% -51.84% 230.29% ======================================================================================================================== HO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.30% Rounded target for matching: -3% Similar historical periods found: 130 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 130 50.8% 0.31% -0.12% 4.58% -0.92% 0.67% -12.76% 12.49% 14 days 130 53.8% 1.18% 0.42% 6.55% -0.71% 1.56% -19.93% 18.68% 30 days 130 50.8% 0.15% 1.00% 8.90% -0.55% 2.54% -26.22% 27.43% 90 days 127 55.9% 1.29% 1.15% 20.10% -2.38% 4.68% -61.15% 77.20% 180 days 124 45.2% -0.91% 0.87% 29.52% -4.38% 6.12% -53.43% 86.18% 365 days 116 47.4% -2.38% 4.94% 43.64% -3.09% 12.96% -68.41% 190.56% ======================================================================================================================== FUTURES STATISTICS: ------------------------------------------------------------ Total futures instruments analyzed: 29 Average R-squared: 0.7848 Best R-squared: 0.956845 Average annual growth: 62.8% Valuation breakdown: 🟡 FAIR_VALUE: 16 (55.2%) - Hold/Monitor 🟢 UNDERVALUED: 3 (10.3%) - Buy Opportunities 🔴 OVERVALUED: 2 (6.9%) - Sell Warnings Optimal window distribution: 30 days: 3 instruments (10.3%) 60 days: 2 instruments (6.9%) 120 days: 1 instruments (3.4%) 180 days: 1 instruments (3.4%) 365 days: 3 instruments (10.3%) 📊 FUTURES TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 3 🔴 High-quality overvalued warnings: 2 📈 Top trend performers displayed: 15 💡 Consider buying undervalued futuress with strong trends ⚠️ Consider reducing overvalued futures positions ======================================================================================================================== 🔥 TOP 15 INDICES INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 ^KS11 0.961784 21 d 649.2% 3.1K 🟡 FAIR -1.4% 2 ^IBEX 0.928189 504 d 23.0% 13.8K 🟡 FAIR 1.4% 3 ^GDAXI 0.914051 504 d 24.6% 23.6K 🟡 FAIR 2.4% 4 ^GSPTSE 0.907238 504 d 17.0% 26.8K 🟡 FAIR 1.3% 5 ^AXJO 0.896018 42 d 42.3% 8.6K 🟡 FAIR -0.9% 6 ^BSESN 0.868114 1008d 12.2% 83.8K 🟡 FAIR 1.6% 7 IMOEX.ME 0.863544 504 d 33.9% 3.2K 🟢 UNDER -10.8% 8 ^BVSP 0.860014 126 d 37.1% 137.1K 🟡 FAIR -2.1% 9 ^NSEI 0.858748 1008d 12.9% 25.5K 🟡 FAIR 2.0% 10 ^HSI 0.835294 378 d 32.5% 24.3K 🟡 FAIR 2.7% 11 ^FTSE 0.824932 504 d 9.0% 8.7K 🟡 FAIR -0.4% 12 ^GSPC 0.824823 504 d 19.6% 6.1K 🟡 FAIR -1.8% 13 ^RUI 0.822173 504 d 19.5% 3.4K 🟡 FAIR -1.8% 14 ^IXIC 0.818309 42 d 117.5% 20.2K 🟡 FAIR -0.1% 15 ^DJI 0.781128 504 d 14.1% 43.4K 🟡 FAIR -3.0% 📊 DISPLAYING ALL 15 INDICES TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: ^KS11 (R² = 0.9618)
📊 PRICE PROJECTIONS (Linear Regression - 21 days): Current: 3.1K (3.1K,-1% - 3.2K,+4%) +30d (1m): 4.0K,+28.9% (3.8K,+24% - 4.1K,+34%) +60d (2m): 5.0K,+63.8% (4.8K,+55% - 5.3K,+73%) +90d (3m): 6.4K,+108.2% (5.9K,+93% - 6.9K,+125%) +180d (6m): 13.2K,+327.4% (11.4K,+272% - 15.1K,+392%) +365d (1y): 57.7K,+1774.7% (43.9K,+1326% - 75.9K,+2365%) +EOY (187d): 13.9K,+352.0% (12.0K,+291% - 16.1K,+422%) End-of-year outlook: 📈 Bullish Trend (+352.0%) Confidence: 96.2% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 13.9K (+352.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== KS11 - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 18.06% Rounded target for matching: 18% Similar historical periods found: 28 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 75.0% 2.57% 2.68% 4.08% 1.10% 4.26% -4.92% 11.42% 14 days 28 67.9% 3.14% 4.40% 7.74% 1.40% 7.40% -9.88% 24.65% 30 days 28 60.7% 6.08% 3.62% 9.18% 0.06% 7.18% -14.61% 20.11% 90 days 28 57.1% 14.30% 6.05% 27.23% -4.51% 16.61% -41.87% 56.62% 180 days 28 57.1% 9.67% 7.16% 30.36% -4.61% 18.93% -38.52% 64.01% 365 days 28 42.9% -4.06% 6.34% 30.48% -5.48% 18.16% -37.89% 61.00% ======================================================================================================================== KS11 - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 20.84% Rounded target for matching: 21% Similar historical periods found: 49 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 49 83.7% 1.56% 2.29% 3.75% 1.21% 3.37% -6.78% 16.57% 14 days 49 77.6% 3.69% 3.33% 4.71% 1.98% 4.69% -10.75% 15.29% 30 days 49 81.6% 3.99% 5.33% 8.69% 2.83% 7.82% -12.53% 40.38% 90 days 49 83.7% 8.45% 8.66% 9.80% 5.84% 11.47% -13.80% 27.78% 180 days 49 57.1% 2.51% 3.90% 13.57% 0.01% 7.80% -29.98% 43.33% 365 days 49 59.2% 25.63% 5.48% 30.89% -3.39% 14.35% -45.03% 44.67% ======================================================================================================================== Chart 2: ^IBEX (R² = 0.9282)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 13.8K (12.8K,-8% - 14.5K,+5%) +30d (1m): 14.0K,+1.1% (13.1K,-5% - 14.9K,+8%) +60d (2m): 14.3K,+3.6% (13.4K,-3% - 15.3K,+11%) +90d (3m): 14.7K,+6.2% (13.7K,-1% - 15.7K,+13%) +180d (6m): 15.8K,+14.3% (14.8K,+7% - 16.9K,+22%) +365d (1y): 18.4K,+33.1% (17.2K,+25% - 19.6K,+42%) +EOY (187d): 15.9K,+15.0% (14.9K,+8% - 17.0K,+23%) End-of-year outlook: 📈 Bullish Trend (+15.0%) Confidence: 92.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 30 periods in chart (90d ROC≈6%) 📅 Days until EOY 2025: 187 days | EOY Target: 15.9K (+15.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IBEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.82% Rounded target for matching: -1% Similar historical periods found: 488 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 488 56.1% 0.44% 0.19% 3.20% -0.09% 0.48% -16.64% 11.22% 14 days 488 56.1% 0.55% 0.27% 4.74% -0.16% 0.69% -30.09% 16.37% 30 days 488 57.2% 0.78% 1.07% 6.60% 0.48% 1.66% -32.04% 20.74% 90 days 487 54.8% 1.70% 1.65% 12.64% 0.52% 2.77% -31.03% 56.27% 180 days 476 56.3% 5.13% 3.76% 17.62% 2.17% 5.34% -39.43% 65.50% 365 days 465 50.1% 0.08% 7.48% 28.45% 4.89% 10.07% -42.89% 127.76% ======================================================================================================================== IBEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 6.14% Rounded target for matching: 6% Similar historical periods found: 270 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 270 53.7% 0.15% 0.06% 2.63% -0.25% 0.38% -10.87% 8.38% 14 days 270 55.6% 0.41% 0.34% 4.09% -0.15% 0.83% -35.36% 9.77% 30 days 270 62.2% 1.48% 0.88% 7.02% 0.04% 1.72% -35.43% 14.68% 90 days 268 65.3% 4.95% 3.07% 13.85% 1.41% 4.74% -29.71% 47.05% 180 days 260 68.5% 9.60% 5.93% 17.47% 3.79% 8.06% -39.23% 55.90% 365 days 247 58.7% 11.93% 13.69% 34.26% 9.39% 17.98% -47.39% 118.43% ======================================================================================================================== Chart 3: ^GDAXI (R² = 0.9141)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 23.6K (21.4K,-10% - 24.9K,+5%) +30d (1m): 23.7K,+0.3% (22.0K,-7% - 25.6K,+8%) +60d (2m): 24.3K,+2.9% (22.5K,-5% - 26.3K,+11%) +90d (3m): 25.0K,+5.7% (23.1K,-2% - 27.0K,+14%) +180d (6m): 27.0K,+14.3% (25.0K,+6% - 29.2K,+23%) +365d (1y): 31.8K,+34.3% (29.4K,+24% - 34.3K,+45%) +EOY (187d): 27.2K,+15.0% (25.2K,+6% - 29.4K,+24%) End-of-year outlook: 📈 Bullish Trend (+15.0%) Confidence: 91.4% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 31 periods in chart (90d ROC≈4%) 📅 Days until EOY 2025: 187 days | EOY Target: 27.2K (+15.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GDAXI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.20% Rounded target for matching: 0% Similar historical periods found: 579 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 579 55.8% 0.50% 0.22% 3.16% -0.04% 0.48% -17.35% 8.95% 14 days 579 59.8% 0.97% 0.66% 4.30% 0.31% 1.01% -21.74% 14.03% 30 days 579 63.9% 1.99% 1.17% 6.37% 0.65% 1.69% -32.70% 21.93% 90 days 575 63.3% 3.99% 2.82% 11.99% 1.84% 3.80% -33.21% 48.40% 180 days 568 64.1% 10.07% 7.10% 16.67% 5.73% 8.48% -43.59% 52.13% 365 days 547 72.0% 14.05% 12.60% 24.41% 10.55% 14.65% -48.30% 76.59% ======================================================================================================================== GDAXI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 3.73% Rounded target for matching: 4% Similar historical periods found: 397 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 397 59.9% 0.61% 0.42% 2.66% 0.16% 0.68% -12.31% 8.42% 14 days 397 66.0% 1.52% 1.00% 4.18% 0.59% 1.41% -29.18% 14.11% 30 days 397 66.8% 2.63% 1.97% 6.02% 1.37% 2.56% -28.89% 17.98% 90 days 394 73.4% 6.52% 5.68% 11.35% 4.55% 6.80% -27.57% 45.96% 180 days 384 71.9% 14.06% 11.36% 16.33% 9.72% 13.00% -37.53% 64.27% 365 days 373 79.4% 18.14% 18.52% 23.96% 16.09% 20.96% -50.08% 101.16% ======================================================================================================================== Chart 4: ^GSPTSE (R² = 0.9072)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 26.8K (24.9K,-7% - 28.0K,+5%) +30d (1m): 26.9K,+0.6% (25.4K,-5% - 28.5K,+7%) +60d (2m): 27.4K,+2.5% (25.9K,-3% - 29.0K,+9%) +90d (3m): 27.9K,+4.4% (26.4K,-1% - 29.6K,+11%) +180d (6m): 29.5K,+10.5% (27.9K,+4% - 31.3K,+17%) +365d (1y): 33.2K,+24.0% (31.3K,+17% - 35.2K,+31%) +EOY (187d): 29.7K,+10.9% (28.0K,+5% - 31.4K,+18%) End-of-year outlook: 📈 Bullish Trend (+10.9%) Confidence: 90.7% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 29 periods in chart (90d ROC≈4%) 📅 Days until EOY 2025: 187 days | EOY Target: 29.7K (+10.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GSPTSE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.12% Rounded target for matching: 4% Similar historical periods found: 912 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 912 60.0% 0.36% 0.23% 1.97% 0.11% 0.36% -9.80% 10.19% 14 days 912 59.8% 0.51% 0.24% 3.06% 0.04% 0.44% -29.90% 9.88% 30 days 912 63.6% 1.17% 0.77% 4.69% 0.46% 1.07% -33.26% 14.41% 90 days 912 67.8% 3.02% 2.19% 8.31% 1.65% 2.73% -35.20% 32.62% 180 days 887 70.9% 5.83% 5.69% 11.55% 4.93% 6.45% -44.75% 63.57% 365 days 856 75.5% 12.45% 10.10% 18.16% 8.88% 11.32% -45.79% 80.70% ======================================================================================================================== GSPTSE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 4.30% Rounded target for matching: 4% Similar historical periods found: 515 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 515 61.6% 0.45% 0.26% 2.39% 0.05% 0.47% -21.78% 12.93% 14 days 515 61.2% 0.81% 0.50% 3.70% 0.18% 0.82% -26.07% 12.08% 30 days 515 63.7% 1.63% 1.09% 5.95% 0.57% 1.61% -33.07% 15.01% 90 days 515 59.2% 2.87% 2.73% 10.89% 1.78% 3.67% -39.16% 35.40% 180 days 515 68.5% 4.85% 5.76% 15.54% 4.41% 7.11% -40.55% 56.32% 365 days 493 74.6% 8.59% 10.88% 19.08% 9.19% 12.57% -41.36% 75.69% ======================================================================================================================== Chart 5: ^AXJO (R² = 0.8960)
📊 PRICE PROJECTIONS (Linear Regression - 42 days): Current: 8.6K (8.5K,-0% - 8.7K,+2%) +30d (1m): 9.0K,+5.2% (8.9K,+4% - 9.1K,+7%) +60d (2m): 9.4K,+9.8% (9.2K,+8% - 9.5K,+12%) +90d (3m): 9.8K,+14.5% (9.6K,+12% - 10.0K,+17%) +180d (6m): 11.1K,+29.9% (10.8K,+26% - 11.5K,+34%) +365d (1y): 14.4K,+68.3% (13.6K,+59% - 15.3K,+78%) +EOY (187d): 11.2K,+31.1% (10.8K,+27% - 11.6K,+36%) End-of-year outlook: 📈 Bullish Trend (+31.1%) Confidence: 89.6% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 11.2K (+31.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AXJO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.28% Rounded target for matching: 3% Similar historical periods found: 757 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 757 54.7% 0.17% 0.07% 1.88% -0.06% 0.20% -7.81% 6.94% 14 days 757 58.0% 0.54% 0.25% 2.68% 0.06% 0.44% -9.41% 10.86% 30 days 757 61.6% 1.16% 0.58% 4.43% 0.26% 0.90% -35.17% 11.45% 90 days 751 69.0% 2.51% 2.55% 7.21% 2.03% 3.06% -30.35% 23.58% 180 days 740 73.2% 5.36% 4.82% 9.95% 4.10% 5.53% -34.16% 31.35% 365 days 721 73.5% 10.20% 9.83% 14.42% 8.78% 10.89% -45.97% 39.18% ======================================================================================================================== AXJO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.06% Rounded target for matching: 0% Similar historical periods found: 366 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 366 53.6% 0.18% -0.12% 2.41% -0.37% 0.13% -13.48% 6.97% 14 days 366 57.7% 0.35% 0.23% 3.26% -0.10% 0.57% -25.60% 10.45% 30 days 366 66.7% 1.31% 0.68% 4.29% 0.24% 1.12% -22.38% 12.06% 90 days 356 67.7% 2.52% 1.33% 7.19% 0.58% 2.08% -29.30% 15.15% 180 days 356 69.9% 3.11% 3.03% 8.50% 2.14% 3.91% -38.88% 25.09% 365 days 354 71.8% 8.84% 6.15% 13.12% 4.78% 7.52% -49.37% 32.34% ======================================================================================================================== Chart 6: ^BSESN (R² = 0.8681)
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: 83.8K (74.5K,-11% - 91.3K,+9%) +30d (1m): 83.6K,-0.2% (75.5K,-10% - 92.5K,+10%) +60d (2m): 84.7K,+1.2% (76.5K,-9% - 93.8K,+12%) +90d (3m): 85.9K,+2.6% (77.6K,-7% - 95.1K,+14%) +180d (6m): 89.5K,+6.8% (80.8K,-3% - 99.1K,+18%) +365d (1y): 97.4K,+16.2% (87.9K,+5% - 107.8K,+29%) +EOY (187d): 89.8K,+7.2% (81.1K,-3% - 99.4K,+19%) End-of-year outlook: 📈 Bullish Trend (+7.2%) Confidence: 86.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 42 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: 89.8K (+7.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BSESN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.48% Rounded target for matching: 1% Similar historical periods found: 407 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 407 60.4% 0.84% 0.49% 3.02% 0.19% 0.78% -11.71% 10.18% 14 days 407 58.7% 1.02% 0.53% 4.97% 0.04% 1.01% -21.13% 18.62% 30 days 407 60.7% 1.89% 1.07% 7.40% 0.35% 1.79% -31.95% 23.12% 90 days 405 69.4% 6.01% 5.04% 11.70% 3.90% 6.18% -39.75% 53.26% 180 days 400 80.2% 8.60% 9.47% 15.16% 7.98% 10.96% -45.50% 70.41% 365 days 367 80.9% 17.98% 20.58% 26.85% 17.82% 23.33% -40.07% 104.88% ======================================================================================================================== BSESN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.78% Rounded target for matching: 10% Similar historical periods found: 197 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 197 58.9% 0.57% 0.42% 2.66% 0.05% 0.80% -8.96% 14.25% 14 days 197 54.3% 0.23% 0.17% 3.77% -0.36% 0.70% -14.29% 25.88% 30 days 197 47.2% -0.12% -0.35% 6.70% -1.29% 0.60% -27.60% 34.19% 90 days 197 58.9% 1.01% 2.55% 12.04% 0.86% 4.25% -24.31% 48.92% 180 days 193 72.5% 6.30% 8.52% 19.67% 5.73% 11.32% -53.35% 67.78% 365 days 169 78.7% 13.61% 17.99% 27.54% 13.80% 22.17% -43.86% 103.05% ======================================================================================================================== Chart 7: IMOEX.ME (R² = 0.8635)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 3.2K (3.2K,-2% - 4.1K,+28%) +30d (1m): 3.7K,+16.0% (3.3K,+2% - 4.3K,+32%) +60d (2m): 3.9K,+20.1% (3.4K,+5% - 4.4K,+37%) +90d (3m): 4.0K,+24.4% (3.5K,+9% - 4.6K,+42%) +180d (6m): 4.4K,+38.1% (3.9K,+21% - 5.1K,+58%) +365d (1y): 5.5K,+71.0% (4.8K,+50% - 6.3K,+96%) +EOY (187d): 4.5K,+39.2% (3.9K,+22% - 5.1K,+59%) End-of-year outlook: 📈 Bullish Trend (+39.2%) Confidence: 86.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 16 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 4.5K (+39.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.32% Rounded target for matching: -7% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 47.9% -0.14% -0.61% 6.07% -2.38% 1.15% -31.38% 7.68% 14 days 48 54.2% 0.58% -1.04% 7.98% -3.36% 1.28% -28.83% 10.47% 30 days 48 52.1% 1.20% -0.65% 10.49% -3.70% 2.40% -39.28% 16.89% 90 days 48 60.4% 2.58% -3.08% 19.13% -8.63% 2.47% -41.03% 26.98% 180 days 48 70.8% 7.14% 3.01% 22.76% -3.60% 9.62% -48.49% 37.87% 365 days 48 75.0% 24.05% 15.99% 23.01% 9.31% 22.67% -31.76% 61.80% ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.32% Rounded target for matching: 0% Similar historical periods found: 83 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 83 65.1% 0.80% 0.49% 2.86% -0.13% 1.12% -12.98% 6.37% 14 days 83 56.6% 0.59% -0.13% 5.16% -1.26% 1.00% -17.84% 10.47% 30 days 83 61.4% 1.50% 0.73% 6.46% -0.68% 2.14% -15.48% 16.24% 90 days 81 84.0% 4.49% 4.72% 11.09% 2.27% 7.17% -40.89% 26.98% 180 days 76 86.8% 11.86% 11.56% 16.70% 7.75% 15.38% -47.75% 53.27% 365 days 76 92.1% 23.35% 23.28% 18.26% 19.11% 27.46% -26.48% 59.18% ======================================================================================================================== Chart 8: ^BVSP (R² = 0.8600)
📊 PRICE PROJECTIONS (Linear Regression - 126 days): Current: 137.1K (135.0K,-2% - 145.3K,+6%) +30d (1m): 145.4K,+6.0% (140.0K,+2% - 150.9K,+10%) +60d (2m): 150.9K,+10.1% (145.3K,+6% - 156.8K,+14%) +90d (3m): 156.7K,+14.3% (150.7K,+10% - 162.9K,+19%) +180d (6m): 175.4K,+27.9% (168.1K,+23% - 183.0K,+33%) +365d (1y): 221.1K,+61.2% (209.7K,+53% - 233.0K,+70%) +EOY (187d): 176.9K,+29.0% (169.5K,+24% - 184.7K,+35%) End-of-year outlook: 📈 Bullish Trend (+29.0%) Confidence: 86.0% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈10%) 📅 Days until EOY 2025: 187 days | EOY Target: 176.9K (+29.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BVSP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.95% Rounded target for matching: -1% Similar historical periods found: 303 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 303 52.5% 0.36% 0.44% 4.10% -0.02% 0.90% -11.03% 20.73% 14 days 303 53.5% 0.38% 0.78% 6.54% 0.04% 1.52% -27.85% 25.19% 30 days 303 61.1% 2.39% 2.52% 10.09% 1.38% 3.66% -38.45% 33.40% 90 days 302 68.5% 5.73% 7.45% 16.44% 5.59% 9.31% -43.76% 61.44% 180 days 295 71.5% 10.31% 15.08% 27.23% 11.96% 18.20% -45.22% 94.14% 365 days 269 71.0% 16.59% 23.90% 38.99% 19.22% 28.58% -41.64% 192.21% ======================================================================================================================== BVSP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.24% Rounded target for matching: 10% Similar historical periods found: 189 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 189 56.6% 0.49% 0.28% 4.58% -0.38% 0.94% -31.97% 8.10% 14 days 189 57.7% 0.98% 0.82% 6.43% -0.10% 1.74% -30.81% 13.72% 30 days 189 55.6% 1.36% 0.39% 10.72% -1.15% 1.93% -44.81% 25.08% 90 days 188 51.1% 0.54% 1.68% 16.26% -0.66% 4.02% -41.97% 53.51% 180 days 187 56.7% 3.26% 6.23% 26.70% 2.38% 10.08% -44.46% 95.52% 365 days 177 62.1% 9.28% 17.24% 36.71% 11.80% 22.69% -41.67% 175.81% ======================================================================================================================== Chart 9: ^NSEI (R² = 0.8587)
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: 25.5K (22.4K,-12% - 28.0K,+10%) +30d (1m): 25.4K,-0.6% (22.7K,-11% - 28.4K,+11%) +60d (2m): 25.8K,+0.9% (23.1K,-10% - 28.8K,+13%) +90d (3m): 26.1K,+2.3% (23.4K,-8% - 29.2K,+14%) +180d (6m): 27.3K,+6.9% (24.4K,-4% - 30.5K,+19%) +365d (1y): 29.8K,+16.8% (26.7K,+4% - 33.4K,+31%) +EOY (187d): 27.4K,+7.2% (24.5K,-4% - 30.6K,+20%) End-of-year outlook: 📈 Bullish Trend (+7.2%) Confidence: 85.9% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 37 periods in chart (90d ROC≈11%) 📅 Days until EOY 2025: 187 days | EOY Target: 27.4K (+7.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NSEI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.94% Rounded target for matching: 2% Similar historical periods found: 371 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 371 57.4% 0.48% 0.26% 2.75% -0.02% 0.54% -7.76% 13.58% 14 days 371 59.6% 0.96% 0.52% 3.87% 0.12% 0.92% -11.61% 14.96% 30 days 371 61.2% 1.54% 0.89% 6.64% 0.22% 1.57% -41.28% 45.00% 90 days 368 65.5% 4.78% 3.36% 11.50% 2.18% 4.54% -35.82% 63.35% 180 days 365 76.4% 6.60% 7.29% 14.60% 5.79% 8.80% -44.32% 80.38% 365 days 324 82.1% 13.86% 16.66% 17.73% 14.72% 18.60% -28.47% 101.17% ======================================================================================================================== NSEI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 10.74% Rounded target for matching: 11% Similar historical periods found: 163 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 163 54.6% 0.26% -0.14% 2.62% -0.54% 0.27% -9.77% 11.23% 14 days 163 52.1% 0.10% 0.04% 3.35% -0.48% 0.56% -7.88% 19.59% 30 days 163 53.4% 0.21% -0.40% 5.63% -1.27% 0.47% -23.58% 31.82% 90 days 163 56.4% 0.92% 0.31% 9.55% -1.16% 1.79% -28.16% 63.58% 180 days 160 70.0% 4.95% 4.21% 14.04% 2.01% 6.40% -50.64% 83.11% 365 days 144 79.2% 14.90% 12.84% 15.25% 10.32% 15.35% -19.35% 101.81% ======================================================================================================================== Chart 10: ^HSI (R² = 0.8353)
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: 24.3K (21.3K,-13% - 26.4K,+8%) +30d (1m): 24.5K,+0.7% (22.0K,-10% - 27.3K,+12%) +60d (2m): 25.3K,+4.1% (22.7K,-7% - 28.2K,+16%) +90d (3m): 26.2K,+7.6% (23.5K,-3% - 29.2K,+20%) +180d (6m): 29.0K,+19.0% (26.0K,+7% - 32.3K,+33%) +365d (1y): 35.6K,+46.3% (31.9K,+31% - 39.7K,+63%) +EOY (187d): 29.2K,+20.0% (26.2K,+8% - 32.5K,+34%) End-of-year outlook: 📈 Bullish Trend (+20.0%) Confidence: 83.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 14 periods in chart (90d ROC≈12%) 📅 Days until EOY 2025: 187 days | EOY Target: 29.2K (+20.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== HSI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.72% Rounded target for matching: 4% Similar historical periods found: 498 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 498 50.8% 0.08% -0.19% 3.97% -0.54% 0.16% -41.76% 15.24% 14 days 498 55.0% 0.74% 0.41% 5.53% -0.08% 0.90% -45.14% 21.75% 30 days 498 63.1% 1.72% 1.20% 8.71% 0.44% 1.97% -45.62% 38.69% 90 days 497 64.6% 3.98% 3.63% 14.99% 2.30% 4.95% -39.74% 67.93% 180 days 497 61.6% 6.05% 5.82% 19.94% 4.07% 7.58% -47.15% 82.65% 365 days 488 63.9% 7.00% 11.77% 29.16% 9.17% 14.36% -50.43% 135.36% ======================================================================================================================== HSI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 11.51% Rounded target for matching: 12% Similar historical periods found: 216 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 216 60.2% 0.75% 0.58% 2.86% 0.19% 0.96% -7.91% 8.86% 14 days 216 56.0% 0.77% 0.91% 4.27% 0.34% 1.48% -8.88% 16.67% 30 days 216 61.1% 1.39% 1.52% 6.51% 0.65% 2.40% -18.04% 24.69% 90 days 215 64.2% 3.44% 4.15% 13.42% 2.35% 5.96% -33.80% 63.35% 180 days 209 70.3% 10.27% 8.92% 16.83% 6.62% 11.21% -39.45% 50.85% 365 days 202 66.8% 5.68% 12.78% 27.85% 8.91% 16.64% -44.44% 120.67% ======================================================================================================================== Chart 11: ^FTSE (R² = 0.8249)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 8.7K (8.4K,-4% - 9.2K,+5%) +30d (1m): 8.9K,+1.4% (8.5K,-3% - 9.3K,+6%) +60d (2m): 9.0K,+2.5% (8.6K,-2% - 9.4K,+7%) +90d (3m): 9.0K,+3.5% (8.6K,-1% - 9.5K,+8%) +180d (6m): 9.3K,+6.8% (8.9K,+2% - 9.8K,+12%) +365d (1y): 9.9K,+13.8% (9.5K,+9% - 10.4K,+19%) +EOY (187d): 9.3K,+7.0% (8.9K,+2% - 9.8K,+12%) End-of-year outlook: 📈 Bullish Trend (+7.0%) Confidence: 82.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 51 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 9.3K (+7.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== FTSE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.75% Rounded target for matching: 2% Similar historical periods found: 942 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 942 55.5% 0.31% 0.03% 2.26% -0.11% 0.18% -11.18% 6.85% 14 days 942 56.2% 0.41% 0.15% 3.06% -0.05% 0.34% -13.61% 11.87% 30 days 942 55.3% 0.38% 0.27% 4.52% -0.01% 0.56% -30.81% 13.31% 90 days 938 65.1% 1.97% 1.85% 7.91% 1.35% 2.36% -32.61% 29.30% 180 days 926 72.8% 4.95% 4.24% 11.47% 3.50% 4.98% -31.18% 46.47% 365 days 905 72.3% 9.17% 8.54% 16.68% 7.45% 9.63% -39.43% 67.75% ======================================================================================================================== FTSE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.04% Rounded target for matching: 0% Similar historical periods found: 527 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 527 51.0% 0.09% -0.08% 2.19% -0.27% 0.11% -13.29% 6.22% 14 days 527 50.1% 0.01% -0.04% 3.20% -0.32% 0.23% -25.02% 8.03% 30 days 527 53.3% 0.32% -0.02% 4.88% -0.44% 0.40% -29.69% 16.12% 90 days 526 64.3% 2.56% 2.02% 8.73% 1.27% 2.76% -31.07% 25.13% 180 days 510 68.4% 4.93% 5.16% 14.23% 3.92% 6.39% -38.15% 49.01% 365 days 496 63.7% 6.68% 7.04% 16.57% 5.58% 8.50% -42.46% 53.75% ======================================================================================================================== Chart 12: ^GSPC (R² = 0.8248)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 6.1K (5.7K,-7% - 6.9K,+12%) +30d (1m): 6.4K,+4.0% (5.8K,-5% - 7.0K,+14%) +60d (2m): 6.5K,+6.3% (5.9K,-3% - 7.2K,+17%) +90d (3m): 6.7K,+8.6% (6.1K,-1% - 7.3K,+19%) +180d (6m): 7.1K,+15.7% (6.5K,+5% - 7.8K,+27%) +365d (1y): 8.1K,+32.0% (7.4K,+20% - 8.9K,+45%) +EOY (187d): 7.1K,+16.3% (6.5K,+6% - 7.9K,+28%) End-of-year outlook: 📈 Bullish Trend (+16.3%) Confidence: 82.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 20 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 7.1K (+16.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== GSPC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.32% Rounded target for matching: 4% Similar historical periods found: 1985 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1985 59.1% 0.44% 0.29% 2.29% 0.19% 0.39% -14.38% 19.57% 14 days 1985 60.7% 0.80% 0.43% 3.30% 0.28% 0.57% -24.69% 28.90% 30 days 1985 62.6% 1.52% 0.89% 5.09% 0.66% 1.11% -31.35% 37.00% 90 days 1984 70.5% 3.87% 3.30% 8.99% 2.90% 3.70% -37.51% 64.53% 180 days 1966 74.0% 8.19% 7.06% 14.18% 6.43% 7.69% -58.12% 57.87% 365 days 1945 77.2% 13.36% 13.81% 20.76% 12.89% 14.74% -72.90% 72.71% ======================================================================================================================== GSPC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.43% Rounded target for matching: 0% Similar historical periods found: 962 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 962 57.0% 0.32% 0.11% 2.68% -0.06% 0.28% -23.62% 12.38% 14 days 962 59.6% 0.75% 0.27% 3.66% 0.04% 0.50% -25.50% 10.80% 30 days 962 58.2% 1.01% 0.31% 5.98% -0.07% 0.68% -26.65% 17.38% 90 days 958 59.9% 2.59% 1.77% 9.95% 1.14% 2.40% -47.96% 54.19% 180 days 958 62.1% 5.40% 3.59% 14.73% 2.65% 4.52% -53.59% 45.52% 365 days 956 73.2% 9.74% 9.40% 21.79% 8.01% 10.78% -64.12% 76.15% ======================================================================================================================== Chart 13: ^RUI (R² = 0.8222)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 3.4K (3.1K,-7% - 3.8K,+12%) +30d (1m): 3.5K,+4.0% (3.2K,-5% - 3.8K,+14%) +60d (2m): 3.6K,+6.2% (3.2K,-3% - 3.9K,+17%) +90d (3m): 3.6K,+8.5% (3.3K,-1% - 4.0K,+19%) +180d (6m): 3.9K,+15.6% (3.5K,+5% - 4.3K,+27%) +365d (1y): 4.4K,+31.8% (4.0K,+20% - 4.9K,+45%) +EOY (187d): 3.9K,+16.2% (3.6K,+6% - 4.3K,+28%) End-of-year outlook: 📈 Bullish Trend (+16.2%) Confidence: 82.2% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 18 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 3.9K (+16.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== RUI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.20% Rounded target for matching: 4% Similar historical periods found: 759 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 759 61.3% 0.50% 0.30% 2.05% 0.15% 0.44% -11.63% 7.55% 14 days 759 64.0% 0.92% 0.33% 3.08% 0.11% 0.55% -19.27% 9.90% 30 days 759 64.2% 1.59% 0.75% 5.09% 0.38% 1.11% -31.84% 11.13% 90 days 759 71.1% 3.98% 3.03% 8.06% 2.45% 3.60% -30.97% 19.77% 180 days 741 82.9% 9.29% 7.92% 11.47% 7.09% 8.75% -42.60% 32.13% 365 days 716 84.9% 19.91% 17.29% 19.41% 15.87% 18.72% -55.42% 56.52% ======================================================================================================================== RUI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.10% Rounded target for matching: 0% Similar historical periods found: 322 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 322 55.6% 0.31% -0.00% 2.86% -0.31% 0.31% -17.86% 7.36% 14 days 322 62.7% 1.03% 0.18% 3.95% -0.26% 0.61% -26.30% 9.62% 30 days 322 59.9% 1.55% 0.45% 5.30% -0.13% 1.03% -12.74% 11.84% 90 days 318 69.5% 5.21% 3.88% 9.26% 2.85% 4.90% -31.41% 24.39% 180 days 318 66.0% 7.89% 6.28% 13.92% 4.75% 7.82% -41.96% 34.37% 365 days 318 81.8% 14.98% 12.65% 22.47% 10.17% 15.13% -55.42% 56.01% ======================================================================================================================== Chart 14: ^IXIC (R² = 0.8183)
📊 PRICE PROJECTIONS (Linear Regression - 42 days): Current: 20.2K (19.4K,-4% - 21.0K,+4%) +30d (1m): 22.1K,+9.8% (21.2K,+5% - 23.1K,+15%) +60d (2m): 24.3K,+20.4% (23.1K,+14% - 25.6K,+27%) +90d (3m): 26.6K,+32.1% (25.0K,+24% - 28.3K,+41%) +180d (6m): 35.2K,+74.4% (31.9K,+58% - 38.8K,+92%) +365d (1y): 62.2K,+208.4% (52.0K,+158% - 74.3K,+269%) +EOY (187d): 35.9K,+78.2% (32.5K,+61% - 39.7K,+97%) End-of-year outlook: 📈 Bullish Trend (+78.2%) Confidence: 81.8% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: 35.9K (+78.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IXIC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.09% Rounded target for matching: 6% Similar historical periods found: 732 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 732 59.4% 0.51% 0.38% 2.42% 0.21% 0.56% -10.53% 10.73% 14 days 732 61.1% 0.89% 0.57% 3.62% 0.30% 0.83% -19.33% 14.49% 30 days 732 61.9% 1.20% 1.25% 6.43% 0.79% 1.72% -32.05% 22.67% 90 days 732 65.2% 3.36% 3.48% 11.81% 2.63% 4.34% -36.13% 64.58% 180 days 724 75.4% 9.28% 7.93% 16.66% 6.72% 9.15% -52.01% 69.07% 365 days 713 77.8% 22.11% 18.82% 26.47% 16.87% 20.77% -55.56% 112.81% ======================================================================================================================== IXIC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.70% Rounded target for matching: 1% Similar historical periods found: 463 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 463 65.0% 0.88% 0.65% 2.73% 0.40% 0.90% -14.49% 9.29% 14 days 463 67.4% 1.44% 1.02% 3.75% 0.68% 1.36% -14.34% 17.18% 30 days 463 69.5% 2.85% 1.81% 6.35% 1.23% 2.39% -31.60% 25.01% 90 days 462 75.1% 6.13% 5.47% 11.67% 4.40% 6.53% -35.52% 51.52% 180 days 462 76.2% 11.70% 10.74% 17.68% 9.13% 12.36% -44.98% 89.28% 365 days 462 83.5% 20.94% 21.31% 28.08% 18.74% 23.88% -56.49% 125.79% ======================================================================================================================== Chart 15: ^DJI (R² = 0.7811)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 43.4K (41.3K,-5% - 48.4K,+12%) +30d (1m): 45.4K,+4.7% (41.9K,-3% - 49.2K,+13%) +60d (2m): 46.1K,+6.4% (42.6K,-2% - 50.0K,+15%) +90d (3m): 46.9K,+8.0% (43.3K,-0% - 50.8K,+17%) +180d (6m): 49.1K,+13.3% (45.4K,+5% - 53.2K,+23%) +365d (1y): 54.1K,+24.8% (49.9K,+15% - 58.7K,+35%) +EOY (187d): 49.3K,+13.7% (45.5K,+5% - 53.4K,+23%) End-of-year outlook: 📈 Bullish Trend (+13.7%) Confidence: 78.1% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 9 periods in chart (90d ROC≈-3%) 📅 Days until EOY 2025: 187 days | EOY Target: 49.3K (+13.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DJI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.96% Rounded target for matching: 3% Similar historical periods found: 845 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 845 54.3% 0.20% 0.01% 1.95% -0.12% 0.15% -11.69% 7.38% 14 days 845 56.8% 0.38% 0.09% 2.64% -0.09% 0.26% -12.30% 7.83% 30 days 845 57.4% 1.08% 0.46% 4.45% 0.16% 0.76% -34.74% 9.76% 90 days 843 67.0% 2.57% 2.37% 7.84% 1.84% 2.90% -32.86% 20.31% 180 days 830 76.7% 6.94% 6.16% 10.60% 5.44% 6.89% -38.93% 34.52% 365 days 795 84.4% 13.73% 13.77% 16.34% 12.64% 14.91% -45.94% 51.96% ======================================================================================================================== DJI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.60% Rounded target for matching: -3% Similar historical periods found: 312 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 312 61.5% 0.80% 0.24% 3.15% -0.11% 0.59% -22.71% 8.01% 14 days 312 68.3% 1.25% 0.65% 4.17% 0.19% 1.12% -28.26% 9.00% 30 days 312 57.7% 1.27% 0.98% 4.55% 0.48% 1.49% -14.88% 13.05% 90 days 307 76.2% 2.97% 3.57% 7.31% 2.75% 4.39% -26.94% 21.10% 180 days 307 76.5% 5.67% 5.03% 11.74% 3.71% 6.35% -41.56% 34.52% 365 days 306 76.1% 17.52% 13.81% 18.60% 11.72% 15.90% -39.75% 55.98% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 1 INDICES INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 IMOEX.ME 10.8% 0.863544 33.9% 3.2K 12.1% 504 d 📊 DISPLAYING ALL 1 UNDERVALUED INDICES OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: IMOEX.ME (Undervalued by 10.8%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: 3.2K (3.2K,-2% - 4.1K,+28%) +30d (1m): 3.7K,+16.0% (3.3K,+2% - 4.3K,+32%) +60d (2m): 3.9K,+20.1% (3.4K,+5% - 4.4K,+37%) +90d (3m): 4.0K,+24.4% (3.5K,+9% - 4.6K,+42%) +180d (6m): 4.4K,+38.1% (3.9K,+21% - 5.1K,+58%) +365d (1y): 5.5K,+71.0% (4.8K,+50% - 6.3K,+96%) +EOY (187d): 4.5K,+39.2% (3.9K,+22% - 5.1K,+59%) End-of-year outlook: 📈 Bullish Trend (+39.2%) Confidence: 86.4% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 16 periods in chart (90d ROC≈0%) 📅 Days until EOY 2025: 187 days | EOY Target: 4.5K (+39.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.32% Rounded target for matching: -7% Similar historical periods found: 48 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 48 47.9% -0.14% -0.61% 6.07% -2.38% 1.15% -31.38% 7.68% 14 days 48 54.2% 0.58% -1.04% 7.98% -3.36% 1.28% -28.83% 10.47% 30 days 48 52.1% 1.20% -0.65% 10.49% -3.70% 2.40% -39.28% 16.89% 90 days 48 60.4% 2.58% -3.08% 19.13% -8.63% 2.47% -41.03% 26.98% 180 days 48 70.8% 7.14% 3.01% 22.76% -3.60% 9.62% -48.49% 37.87% 365 days 48 75.0% 24.05% 15.99% 23.01% 9.31% 22.67% -31.76% 61.80% ======================================================================================================================== IMOEX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.32% Rounded target for matching: 0% Similar historical periods found: 83 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 83 65.1% 0.80% 0.49% 2.86% -0.13% 1.12% -12.98% 6.37% 14 days 83 56.6% 0.59% -0.13% 5.16% -1.26% 1.00% -17.84% 10.47% 30 days 83 61.4% 1.50% 0.73% 6.46% -0.68% 2.14% -15.48% 16.24% 90 days 81 84.0% 4.49% 4.72% 11.09% 2.27% 7.17% -40.89% 26.98% 180 days 76 86.8% 11.86% 11.56% 16.70% 7.75% 15.38% -47.75% 53.27% 365 days 76 92.1% 23.35% 23.28% 18.26% 19.11% 27.46% -26.48% 59.18% ======================================================================================================================== INDICES STATISTICS: ------------------------------------------------------------ Total indices instruments analyzed: 22 Average R-squared: 0.8071 Best R-squared: 0.961784 Average annual growth: 50.4% Valuation breakdown: 🟡 FAIR_VALUE: 18 (81.8%) - Hold/Monitor 🟢 UNDERVALUED: 1 (4.5%) - Buy Opportunities Optimal window distribution: 21 days (~1m): 3 instruments (13.6%) 42 days (~2m): 4 instruments (18.2%) 126 days (~6m): 1 instruments (4.5%) 378 days (~18m): 1 instruments (4.5%) 504 days (~24m): 10 instruments (45.5%) 📊 INDICES TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 1 🔴 High-quality overvalued warnings: 0 📈 Top trend performers displayed: 15 💡 Consider buying undervalued indicess with strong trends ======================================================================================================================== 🔥 TOP 15 STOCK INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 T 0.963461 504 d 52.6% $28.00 🟡 FAIR -0.7% 2 IBM 0.950466 21 d 406.6% $291.93 🟡 FAIR -0.7% 3 MSFT 0.946898 21 d 154.9% $497.45 🟡 FAIR 1.1% 4 NFLX 0.945913 504 d 76.5% $1.3K 🔴 OVER 12.8% 5 PM 0.945099 378 d 70.2% $180.66 🟡 FAIR 3.5% 6 PLTR 0.934712 252 d 517.7% $144.25 🟡 FAIR -6.8% 7 JPM 0.934547 504 d 44.3% $288.75 🟡 FAIR 3.1% 8 TMUS 0.934385 504 d 46.0% $231.42 🟢 UNDER -13.1% 9 BRK-B 0.932806 504 d 25.4% $485.05 🟡 FAIR -7.9% 10 WMT 0.928214 504 d 50.4% $96.02 🟡 FAIR -7.0% 11 LLY 0.927039 1008d 50.3% $795.12 🟢 UNDER -23.5% 12 MRK 0.924795 252 d -38.7% $78.83 🟡 FAIR 4.5% 13 COST 0.920601 504 d 46.6% $982.91 🟢 UNDER -12.7% 14 MCD 0.917278 21 d -72.0% $285.63 🟡 FAIR -0.1% 15 AVGO 0.913486 63 d 865.3% $270.17 🟡 FAIR -2.7% 📊 DISPLAYING ALL 15 STOCK TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: T (R² = 0.9635)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $28.00 ($25.67,-8% - $30.96,+11%) +30d (1m): $29.64,+5.9% ($26.99,-4% - $32.55,+16%) +60d (2m): $31.17,+11.3% ($28.38,+1% - $34.24,+22%) +90d (3m): $32.78,+17.1% ($29.84,+7% - $36.00,+29%) +180d (6m): $38.11,+36.1% ($34.69,+24% - $41.88,+50%) +365d (1y): $51.97,+85.6% ($47.26,+69% - $57.15,+104%) +EOY (187d): $38.56,+37.7% ($35.10,+25% - $42.37,+51%) End-of-year outlook: 📈 Bullish Trend (+37.7%) Confidence: 96.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 8 periods in chart (90d ROC≈9%) 📅 Days until EOY 2025: 187 days | EOY Target: $38.56 (+37.7%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 5.86% Rounded target for matching: 6% Similar historical periods found: 584 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 584 54.3% 0.44% 0.32% 3.17% 0.07% 0.58% -10.66% 13.32% 14 days 584 57.4% 0.75% 0.52% 4.63% 0.14% 0.89% -17.09% 16.28% 30 days 584 62.2% 2.23% 1.40% 6.73% 0.85% 1.94% -28.91% 21.50% 90 days 581 65.9% 4.91% 5.14% 11.76% 4.18% 6.10% -37.68% 32.05% 180 days 575 75.8% 11.20% 10.86% 18.31% 9.36% 12.36% -38.42% 58.54% 365 days 564 81.7% 18.16% 21.45% 28.68% 19.08% 23.82% -53.53% 99.38% ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.38% Rounded target for matching: 9% Similar historical periods found: 306 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 306 57.8% 0.74% 0.63% 3.76% 0.21% 1.06% -13.09% 11.82% 14 days 306 58.2% 0.99% 0.84% 4.94% 0.29% 1.40% -16.33% 12.68% 30 days 306 58.8% 1.62% 1.30% 6.74% 0.54% 2.06% -20.97% 25.10% 90 days 306 65.0% 4.34% 5.20% 11.83% 3.87% 6.53% -34.78% 33.83% 180 days 304 75.3% 11.08% 12.49% 18.40% 10.41% 14.56% -38.26% 57.35% 365 days 298 82.2% 18.98% 20.60% 27.18% 17.50% 23.70% -51.48% 96.57% ======================================================================================================================== Chart 2: IBM (R² = 0.9505)
📊 PRICE PROJECTIONS (Linear Regression - 21 days): Current: $291.93 ($288.01,-1% - $299.89,+3%) +30d (1m): $356.51,+22.1% ($344.96,+18% - $368.44,+26%) +60d (2m): $432.46,+48.1% ($411.08,+41% - $454.96,+56%) +90d (3m): $524.61,+79.7% ($489.25,+68% - $562.52,+93%) +180d (6m): $936.45,+220.8% ($823.15,+182% - $1.1K,+265%) +365d (1y): $3.1K,+955.6% ($2.4K,+720% - $4.0K,+1259%) +EOY (187d): $979.62,+235.6% ($857.10,+194% - $1.1K,+284%) End-of-year outlook: 📈 Bullish Trend (+235.6%) Confidence: 95.0% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $979.62 (+235.6%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 12.89% Rounded target for matching: 13% Similar historical periods found: 277 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 277 55.2% 0.42% 0.55% 3.40% 0.15% 0.95% -10.99% 13.24% 14 days 277 55.6% 0.58% 0.99% 4.94% 0.41% 1.57% -14.98% 17.17% 30 days 277 63.2% 2.20% 2.21% 7.12% 1.37% 3.05% -29.36% 24.73% 90 days 274 71.5% 7.14% 7.71% 13.53% 6.10% 9.32% -30.13% 46.04% 180 days 271 73.1% 12.93% 14.33% 22.45% 11.65% 17.02% -42.98% 92.70% 365 days 257 73.5% 17.36% 23.09% 34.81% 18.81% 27.37% -48.59% 121.50% ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.47% Rounded target for matching: 12% Similar historical periods found: 322 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 322 49.4% -0.01% -0.22% 3.35% -0.58% 0.15% -11.91% 13.50% 14 days 322 53.4% 0.42% 0.47% 4.94% -0.07% 1.01% -22.03% 18.38% 30 days 322 51.9% 0.39% 1.10% 8.35% 0.18% 2.01% -27.31% 38.94% 90 days 321 53.3% 1.29% 2.75% 15.38% 1.06% 4.44% -37.91% 48.37% 180 days 320 54.1% 2.72% 4.53% 22.13% 2.10% 6.97% -48.68% 96.55% 365 days 317 63.7% 9.27% 16.44% 33.91% 12.69% 20.19% -50.35% 144.07% ======================================================================================================================== Chart 3: MSFT (R² = 0.9469)
📊 PRICE PROJECTIONS (Linear Regression - 21 days): Current: $497.45 ($485.89,-2% - $497.78,+0%) +30d (1m): $549.75,+10.5% ($539.02,+8% - $560.68,+13%) +60d (2m): $614.52,+23.5% ($596.16,+20% - $633.45,+27%) +90d (3m): $686.93,+38.1% ($658.84,+32% - $716.21,+44%) +180d (6m): $959.47,+92.9% ($888.23,+79% - $1.0K,+108%) +365d (1y): $1.9K,+283.3% ($1.6K,+230% - $2.2K,+346%) +EOY (187d): $984.73,+98.0% ($909.09,+83% - $1.1K,+114%) End-of-year outlook: 📈 Bullish Trend (+98.0%) Confidence: 94.7% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $984.73 (+98.0%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== MSFT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 10.96% Rounded target for matching: 11% Similar historical periods found: 253 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 253 58.5% 0.66% 0.74% 4.22% 0.22% 1.27% -11.51% 19.65% 14 days 253 62.8% 2.25% 2.46% 7.30% 1.56% 3.37% -27.67% 25.80% 30 days 253 61.7% 2.89% 3.85% 10.20% 2.59% 5.11% -17.47% 46.94% 90 days 252 68.3% 8.97% 9.78% 17.28% 7.63% 11.92% -29.70% 114.29% 180 days 251 80.5% 18.79% 22.34% 29.03% 18.73% 25.95% -37.73% 131.10% 365 days 246 84.1% 37.85% 49.35% 57.65% 42.11% 56.59% -52.37% 257.72% ======================================================================================================================== MSFT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 22.26% Rounded target for matching: 22% Similar historical periods found: 151 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 151 59.6% 0.61% 0.42% 3.94% -0.21% 1.06% -12.02% 10.02% 14 days 151 53.0% 0.60% 0.34% 6.20% -0.66% 1.33% -27.55% 19.50% 30 days 151 60.3% 2.20% 2.26% 10.24% 0.61% 3.91% -26.04% 40.53% 90 days 151 69.5% 7.97% 9.27% 18.13% 6.36% 12.19% -41.77% 62.85% 180 days 151 68.9% 15.99% 17.52% 28.37% 12.95% 22.08% -47.33% 93.46% 365 days 150 68.0% 34.45% 38.03% 50.86% 29.82% 46.23% -52.35% 160.87% ======================================================================================================================== Chart 4: NFLX (R² = 0.9459)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $1.3K ($992.01,-24% - $1.4K,+3%) +30d (1m): $1.2K,-5.2% ($1.1K,-19% - $1.4K,+11%) +60d (2m): $1.3K,+1.5% ($1.1K,-13% - $1.5K,+18%) +90d (3m): $1.4K,+8.6% ($1.2K,-7% - $1.7K,+27%) +180d (6m): $1.7K,+33.0% ($1.5K,+14% - $2.0K,+55%) +365d (1y): $2.6K,+101.9% ($2.3K,+73% - $3.1K,+136%) +EOY (187d): $1.8K,+35.1% ($1.5K,+16% - $2.1K,+58%) End-of-year outlook: 📈 Bullish Trend (+35.1%) Confidence: 94.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 12 periods in chart (90d ROC≈23%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.8K (+35.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 14.78% Rounded target for matching: 15% Similar historical periods found: 109 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 109 52.3% 0.70% 1.49% 8.72% -0.17% 3.14% -42.05% 39.29% 14 days 109 64.2% 4.19% 2.44% 10.37% 0.47% 4.41% -45.67% 23.40% 30 days 109 67.0% 7.24% 6.88% 15.28% 3.97% 9.78% -35.11% 45.47% 90 days 109 69.7% 11.15% 14.71% 40.59% 7.01% 22.42% -56.30% 179.67% 180 days 107 67.3% 28.94% 33.34% 73.87% 19.19% 47.50% -71.73% 295.91% 365 days 102 69.6% 62.25% 82.05% 128.15% 56.87% 107.22% -73.61% 528.50% ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 23.43% Rounded target for matching: 23% Similar historical periods found: 62 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 62 59.7% 0.68% 1.17% 6.92% -0.59% 2.93% -13.57% 22.45% 14 days 62 72.6% 4.42% 4.27% 8.90% 2.01% 6.53% -19.57% 37.42% 30 days 62 71.0% 5.47% 7.14% 14.39% 3.49% 10.79% -23.37% 43.04% 90 days 59 71.2% 14.93% 15.99% 36.13% 6.58% 25.41% -57.31% 125.23% 180 days 59 72.9% 34.04% 33.35% 54.83% 19.06% 47.64% -66.33% 206.95% 365 days 54 85.2% 67.24% 87.36% 103.09% 59.22% 115.50% -68.62% 420.29% ======================================================================================================================== Chart 5: PM (R² = 0.9451)
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $180.66 ($156.40,-13% - $194.79,+8%) +30d (1m): $185.96,+2.9% ($166.61,-8% - $207.56,+15%) +60d (2m): $198.12,+9.7% ($177.47,-2% - $221.17,+22%) +90d (3m): $211.07,+16.8% ($189.04,+5% - $235.67,+30%) +180d (6m): $255.24,+41.3% ($228.43,+26% - $285.19,+58%) +365d (1y): $377.19,+108.8% ($336.90,+86% - $422.30,+134%) +EOY (187d): $259.04,+43.4% ($231.82,+28% - $289.45,+60%) End-of-year outlook: 📈 Bullish Trend (+43.4%) Confidence: 94.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈21%) 📅 Days until EOY 2025: 187 days | EOY Target: $259.04 (+43.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 10.28% Rounded target for matching: 10% Similar historical periods found: 120 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 120 56.7% 0.61% 0.39% 2.58% -0.07% 0.86% -5.63% 7.97% 14 days 120 52.5% 0.26% 0.67% 4.17% -0.08% 1.42% -17.50% 14.11% 30 days 120 61.7% 1.31% 1.04% 7.12% -0.25% 2.33% -25.14% 19.79% 90 days 118 76.3% 6.57% 5.62% 11.09% 3.60% 7.64% -26.08% 27.05% 180 days 114 62.3% 7.13% 8.82% 17.32% 5.61% 12.04% -30.78% 56.08% 365 days 108 79.6% 22.87% 20.79% 20.88% 16.81% 24.77% -26.29% 63.13% ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 21.13% Rounded target for matching: 21% Similar historical periods found: 35 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 35 51.4% 0.01% -0.45% 2.51% -1.32% 0.41% -6.81% 4.16% 14 days 35 45.7% -0.10% 0.59% 4.02% -0.79% 1.98% -8.18% 11.01% 30 days 35 57.1% 1.24% 0.90% 5.94% -1.14% 2.94% -13.95% 10.31% 90 days 34 67.6% 3.28% 4.72% 10.67% 1.00% 8.45% -13.26% 27.57% 180 days 31 71.0% 8.18% 9.98% 14.01% 4.83% 15.12% -10.56% 54.75% 365 days 30 80.0% 18.20% 21.10% 26.79% 11.10% 31.10% -25.37% 63.10% ======================================================================================================================== Chart 6: PLTR (R² = 0.9347)
📊 PRICE PROJECTIONS (Linear Regression - 252 days): Current: $144.25 ($117.44,-19% - $203.86,+41%) +30d (1m): $192.18,+33.2% ($145.74,+1% - $253.42,+76%) +60d (2m): $238.70,+65.5% ($180.83,+25% - $315.08,+118%) +90d (3m): $296.47,+105.5% ($224.33,+56% - $391.82,+172%) +180d (6m): $568.08,+293.8% ($427.83,+197% - $754.30,+423%) +365d (1y): $2.2K,+1399.1% ($1.6K,+1013% - $2.9K,+1919%) +EOY (187d): $597.55,+314.2% ($449.83,+212% - $793.77,+450%) End-of-year outlook: 📈 Bullish Trend (+314.2%) Confidence: 93.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 2 periods in chart (90d ROC≈21%) 📅 Days until EOY 2025: 187 days | EOY Target: $597.55 (+314.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== PLTR - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 12.61% Rounded target for matching: 13% Similar historical periods found: 13 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 13 76.9% 17.69% 18.99% 17.14% 8.64% 29.35% -3.74% 44.95% 14 days 13 84.6% 11.99% 21.91% 23.45% 7.74% 36.09% -8.51% 63.25% 30 days 13 76.9% 22.94% 28.45% 33.13% 8.43% 48.47% -23.64% 83.04% 90 days 12 83.3% 57.31% 63.93% 52.93% 30.30% 97.56% -27.99% 136.60% 180 days 9 77.8% 73.66% 107.73% 123.26% 12.98% 202.47% -69.86% 309.63% 365 days 7 85.7% 371.22% 289.13% 202.95% 101.43% 476.82% -65.79% 558.91% ======================================================================================================================== PLTR - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 21.06% Rounded target for matching: 21% Similar historical periods found: 10 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 10 40.0% -4.47% 1.17% 14.17% -8.96% 11.31% -15.35% 32.96% 14 days 10 20.0% -5.28% 4.06% 23.30% -12.61% 20.73% -14.14% 52.38% 30 days 10 50.0% 2.09% 16.76% 31.91% -6.07% 39.58% -17.56% 70.69% 90 days 8 87.5% 22.82% 24.06% 31.94% -2.65% 50.77% -44.60% 77.98% 180 days 8 87.5% 93.39% 96.82% 91.54% 20.29% 173.35% -66.32% 250.83% 365 days 6 83.3% 534.47% 429.15% 270.46% 145.32% 712.98% -68.91% 682.46% ======================================================================================================================== Chart 7: JPM (R² = 0.9345)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $288.75 ($250.70,-13% - $312.67,+8%) +30d (1m): $292.46,+1.3% ($261.86,-9% - $326.63,+13%) +60d (2m): $305.50,+5.8% ($273.51,-5% - $341.23,+18%) +90d (3m): $319.12,+10.5% ($285.68,-1% - $356.48,+23%) +180d (6m): $363.74,+26.0% ($325.50,+13% - $406.47,+41%) +365d (1y): $476.01,+64.9% ($425.55,+47% - $532.45,+84%) +EOY (187d): $367.46,+27.3% ($328.82,+14% - $410.64,+42%) End-of-year outlook: 📈 Bullish Trend (+27.3%) Confidence: 93.5% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 25 periods in chart (90d ROC≈5%) 📅 Days until EOY 2025: 187 days | EOY Target: $367.46 (+27.3%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 9.79% Rounded target for matching: 10% Similar historical periods found: 339 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 339 54.0% 0.46% 0.44% 4.69% -0.06% 0.94% -12.21% 29.09% 14 days 339 58.7% 0.98% 1.27% 6.15% 0.61% 1.93% -17.13% 23.03% 30 days 339 60.5% 2.20% 1.94% 9.30% 0.95% 2.94% -34.32% 35.76% 90 days 339 56.0% 1.89% 2.54% 17.62% 0.66% 4.43% -52.97% 55.74% 180 days 331 66.5% 9.59% 10.17% 23.78% 7.60% 12.74% -44.50% 77.05% 365 days 320 71.2% 17.92% 22.96% 34.90% 19.13% 26.80% -67.26% 107.49% ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.04% Rounded target for matching: 5% Similar historical periods found: 255 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 255 41.2% -0.74% -0.93% 4.26% -1.46% -0.41% -17.91% 14.52% 14 days 255 49.4% -0.30% -0.41% 6.01% -1.16% 0.33% -21.44% 21.42% 30 days 255 51.4% 0.48% -0.07% 9.11% -1.19% 1.06% -38.05% 20.44% 90 days 248 54.8% 1.89% 2.89% 17.78% 0.67% 5.12% -54.53% 54.55% 180 days 248 52.0% 1.13% 5.21% 22.80% 2.36% 8.07% -46.26% 73.05% 365 days 244 63.5% 10.64% 14.54% 34.56% 10.18% 18.90% -55.84% 154.16% ======================================================================================================================== Chart 8: TMUS (R² = 0.9344)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $231.42 ($237.50,+3% - $298.47,+29%) +30d (1m): $278.52,+20.4% ($248.43,+7% - $312.25,+35%) +60d (2m): $291.36,+25.9% ($259.86,+12% - $326.68,+41%) +90d (3m): $304.79,+31.7% ($271.81,+17% - $341.78,+48%) +180d (6m): $348.92,+50.8% ($311.04,+34% - $391.40,+69%) +365d (1y): $460.70,+99.1% ($410.28,+77% - $517.32,+124%) +EOY (187d): $352.60,+52.4% ($314.32,+36% - $395.55,+71%) End-of-year outlook: 📈 Bullish Trend (+52.4%) Confidence: 93.4% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $352.60 (+52.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.13% Rounded target for matching: -2% Similar historical periods found: 164 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 164 57.9% 0.89% 0.97% 4.73% 0.24% 1.70% -17.73% 19.52% 14 days 164 59.8% 1.85% 1.99% 8.71% 0.65% 3.34% -22.22% 43.04% 30 days 164 60.4% 2.04% 3.02% 12.49% 1.10% 4.95% -40.98% 56.80% 90 days 163 70.6% 8.43% 9.09% 19.59% 6.06% 12.12% -51.86% 69.02% 180 days 162 74.7% 17.39% 18.38% 28.73% 13.92% 22.84% -67.08% 95.55% 365 days 153 90.2% 32.07% 37.47% 41.80% 30.79% 44.14% -66.71% 215.43% ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -13.95% Rounded target for matching: -14% Similar historical periods found: 31 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 31 58.1% 1.17% 2.13% 7.14% -0.49% 4.75% -11.76% 24.04% 14 days 31 48.4% -0.53% 2.22% 10.38% -1.59% 6.02% -11.81% 39.60% 30 days 31 51.6% 0.04% 2.07% 13.78% -2.98% 7.12% -19.37% 48.72% 90 days 31 90.3% 15.26% 14.58% 16.06% 8.69% 20.47% -34.26% 49.17% 180 days 31 77.4% 31.84% 21.72% 36.65% 8.28% 35.16% -50.46% 100.83% 365 days 31 67.7% 35.89% 23.98% 56.65% 3.20% 44.76% -67.00% 132.04% ======================================================================================================================== Chart 9: BRK-B (R² = 0.9328)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $485.05 ($491.53,+1% - $564.44,+16%) +30d (1m): $541.10,+11.6% ($504.92,+4% - $579.87,+20%) +60d (2m): $555.88,+14.6% ($518.68,+7% - $595.74,+23%) +90d (3m): $571.05,+17.7% ($532.81,+10% - $612.04,+26%) +180d (6m): $619.11,+27.6% ($577.51,+19% - $663.69,+37%) +365d (1y): $730.97,+50.7% ($681.44,+40% - $784.10,+62%) +EOY (187d): $623.01,+28.4% ($581.14,+20% - $667.89,+38%) End-of-year outlook: 📈 Bullish Trend (+28.4%) Confidence: 93.3% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 17 periods in chart (90d ROC≈1%) 📅 Days until EOY 2025: 187 days | EOY Target: $623.01 (+28.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -5.24% Rounded target for matching: -5% Similar historical periods found: 213 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 213 54.0% 0.30% -0.23% 3.74% -0.74% 0.27% -11.88% 14.02% 14 days 213 54.5% 0.18% 0.05% 5.54% -0.69% 0.80% -21.86% 15.96% 30 days 213 57.3% 1.12% 1.06% 7.34% 0.07% 2.06% -17.29% 25.89% 90 days 213 61.5% 3.17% 1.67% 11.34% 0.14% 3.21% -32.38% 25.01% 180 days 211 71.6% 5.45% 5.11% 16.41% 2.89% 7.34% -44.20% 55.80% 365 days 211 79.1% 11.56% 15.36% 20.08% 12.64% 18.09% -35.57% 67.79% ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.14% Rounded target for matching: 1% Similar historical periods found: 287 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 287 60.3% 0.66% 0.76% 2.91% 0.42% 1.10% -15.52% 12.16% 14 days 287 63.4% 0.92% 1.26% 4.22% 0.77% 1.75% -18.93% 15.04% 30 days 287 70.0% 2.05% 2.80% 5.81% 2.12% 3.47% -17.33% 26.34% 90 days 287 79.8% 7.19% 7.09% 9.58% 5.98% 8.21% -20.25% 52.48% 180 days 284 79.2% 12.48% 11.71% 13.80% 10.10% 13.32% -36.08% 47.85% 365 days 279 88.5% 17.68% 20.47% 20.23% 18.09% 22.85% -29.53% 110.47% ======================================================================================================================== Chart 10: WMT (R² = 0.9282)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $96.02 ($90.72,-6% - $117.47,+22%) +30d (1m): $108.37,+12.9% ($95.22,-1% - $123.32,+28%) +60d (2m): $113.76,+18.5% ($99.95,+4% - $129.47,+35%) +90d (3m): $119.42,+24.4% ($104.91,+9% - $135.93,+42%) +180d (6m): $138.15,+43.9% ($121.32,+26% - $157.31,+64%) +365d (1y): $186.38,+94.1% ($163.48,+70% - $212.48,+121%) +EOY (187d): $139.72,+45.5% ($122.69,+28% - $159.11,+66%) End-of-year outlook: 📈 Bullish Trend (+45.5%) Confidence: 92.8% | Valuation: FAIR VALUE 🎯 Historical pattern matches: 1 periods in chart (90d ROC≈-7%) 📅 Days until EOY 2025: 187 days | EOY Target: $139.72 (+45.5%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.15% Rounded target for matching: 0% Similar historical periods found: 650 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 650 53.4% 0.30% 0.38% 4.06% 0.06% 0.69% -16.16% 17.51% 14 days 650 56.3% 0.65% 0.72% 6.10% 0.25% 1.19% -32.06% 35.31% 30 days 650 59.1% 1.83% 2.25% 8.61% 1.58% 2.91% -41.85% 38.51% 90 days 650 68.0% 4.98% 7.34% 15.72% 6.13% 8.55% -52.42% 78.26% 180 days 649 72.6% 9.35% 13.75% 22.74% 12.00% 15.50% -47.08% 132.85% 365 days 642 72.1% 19.84% 33.32% 48.98% 29.53% 37.12% -46.92% 300.34% ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.23% Rounded target for matching: -7% Similar historical periods found: 232 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 232 51.7% 0.71% 0.73% 4.29% 0.18% 1.28% -14.08% 13.89% 14 days 232 64.7% 2.20% 2.17% 6.24% 1.36% 2.98% -26.47% 20.57% 30 days 232 71.1% 3.34% 3.55% 8.78% 2.41% 4.68% -28.15% 38.51% 90 days 231 69.7% 7.15% 7.14% 15.84% 5.08% 9.19% -49.58% 74.36% 180 days 231 74.5% 11.02% 15.28% 25.58% 11.97% 18.60% -37.39% 136.69% 365 days 231 74.0% 13.26% 26.25% 47.31% 20.11% 32.38% -61.41% 293.28% ======================================================================================================================== Chart 11: LLY (R² = 0.9270)
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: $795.12 ($801.97,+1% - $1.3K,+69%) +30d (1m): $1.1K,+37.2% ($841.79,+6% - $1.4K,+78%) +60d (2m): $1.1K,+44.1% ($883.58,+11% - $1.5K,+87%) +90d (3m): $1.2K,+51.2% ($927.44,+17% - $1.6K,+96%) +180d (6m): $1.4K,+74.9% ($1.1K,+35% - $1.8K,+127%) +365d (1y): $1.9K,+135.9% ($1.4K,+82% - $2.4K,+206%) +EOY (187d): $1.4K,+76.9% ($1.1K,+36% - $1.8K,+129%) End-of-year outlook: 📈 Bullish Trend (+76.9%) Confidence: 92.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.4K (+76.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.79% Rounded target for matching: 7% Similar historical periods found: 468 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 468 52.6% 0.22% 0.21% 4.08% -0.16% 0.58% -15.11% 14.28% 14 days 468 54.3% 0.57% 0.64% 5.79% 0.12% 1.17% -17.89% 26.19% 30 days 468 56.4% 1.04% 1.52% 8.23% 0.77% 2.26% -29.00% 37.56% 90 days 467 59.7% 3.63% 4.44% 14.51% 3.12% 5.76% -39.06% 51.01% 180 days 465 67.7% 9.20% 11.18% 21.10% 9.26% 13.10% -32.09% 74.71% 365 days 458 73.4% 21.69% 28.72% 41.83% 24.88% 32.56% -42.50% 166.34% ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -5.63% Rounded target for matching: -6% Similar historical periods found: 294 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 294 55.4% 0.59% 0.44% 4.23% -0.05% 0.92% -23.07% 13.97% 14 days 294 57.5% 0.88% 0.79% 5.71% 0.14% 1.45% -18.70% 16.64% 30 days 294 61.2% 3.40% 2.53% 8.07% 1.60% 3.45% -19.70% 30.61% 90 days 292 62.3% 5.52% 5.03% 15.32% 3.26% 6.79% -31.46% 36.87% 180 days 292 65.8% 6.84% 9.91% 22.97% 7.26% 12.55% -36.35% 87.05% 365 days 292 64.7% 14.13% 18.83% 39.32% 14.30% 23.36% -33.32% 195.92% ======================================================================================================================== Chart 12: MRK (R² = 0.9248)
📊 PRICE PROJECTIONS (Linear Regression - 252 days): Current: $78.83 ($69.66,-12% - $81.76,+4%) +30d (1m): $71.19,-9.7% ($65.70,-17% - $77.15,-2%) +60d (2m): $67.16,-14.8% ($61.96,-21% - $72.80,-8%) +90d (3m): $63.36,-19.6% ($58.43,-26% - $68.70,-13%) +180d (6m): $53.19,-32.5% ($48.99,-38% - $57.75,-27%) +365d (1y): $37.12,-52.9% ($34.05,-57% - $40.47,-49%) +EOY (187d): $52.47,-33.4% ($48.32,-39% - $56.98,-28%) End-of-year outlook: 📉 Bearish Trend (-33.4%) Confidence: 92.5% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $52.47 (-33.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== MRK - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.90% Rounded target for matching: 4% Similar historical periods found: 818 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 818 57.6% 0.62% 0.60% 3.62% 0.35% 0.85% -12.30% 13.22% 14 days 818 57.7% 1.11% 1.05% 4.99% 0.71% 1.40% -19.53% 16.85% 30 days 818 61.2% 2.17% 1.95% 7.37% 1.44% 2.46% -22.68% 23.01% 90 days 818 66.6% 5.11% 4.57% 12.76% 3.69% 5.44% -40.47% 45.71% 180 days 815 69.9% 10.64% 10.37% 20.67% 8.94% 11.79% -45.66% 90.80% 365 days 805 73.7% 21.29% 24.76% 37.05% 22.20% 27.33% -57.06% 167.65% ======================================================================================================================== MRK - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -3.26% Rounded target for matching: -3% Similar historical periods found: 426 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 426 51.9% 0.21% 0.14% 4.16% -0.26% 0.54% -26.41% 10.76% 14 days 426 57.0% 0.99% 0.47% 6.30% -0.13% 1.07% -32.08% 17.50% 30 days 426 62.9% 2.72% 1.68% 9.64% 0.76% 2.60% -40.23% 21.17% 90 days 426 62.0% 3.53% 3.52% 14.35% 2.15% 4.89% -41.91% 38.94% 180 days 426 63.1% 9.64% 8.51% 21.33% 6.48% 10.55% -43.46% 95.69% 365 days 426 70.0% 20.50% 20.86% 36.69% 17.37% 24.36% -50.28% 206.52% ======================================================================================================================== Chart 13: COST (R² = 0.9206)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $982.91 ($991.24,+1% - $1.3K,+30%) +30d (1m): $1.2K,+19.9% ($1.0K,+6% - $1.3K,+36%) +60d (2m): $1.2K,+25.5% ($1.1K,+10% - $1.4K,+43%) +90d (3m): $1.3K,+31.4% ($1.1K,+16% - $1.5K,+49%) +180d (6m): $1.5K,+50.6% ($1.3K,+32% - $1.7K,+71%) +365d (1y): $2.0K,+99.4% ($1.7K,+75% - $2.2K,+127%) +EOY (187d): $1.5K,+52.2% ($1.3K,+34% - $1.7K,+73%) End-of-year outlook: 📈 Bullish Trend (+52.2%) Confidence: 92.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $1.5K (+52.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.61% Rounded target for matching: -2% Similar historical periods found: 406 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 406 61.6% 1.14% 1.16% 5.07% 0.66% 1.65% -41.53% 19.08% 14 days 406 59.1% 1.71% 1.91% 6.56% 1.27% 2.55% -38.12% 32.76% 30 days 406 66.5% 3.24% 3.68% 9.39% 2.76% 4.59% -37.03% 31.12% 90 days 406 70.2% 7.65% 7.02% 15.01% 5.56% 8.49% -47.84% 48.76% 180 days 401 80.8% 14.67% 13.60% 21.02% 11.53% 15.66% -45.64% 82.64% 365 days 393 81.7% 27.23% 29.15% 35.67% 25.61% 32.68% -51.26% 179.08% ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.18% Rounded target for matching: -8% Similar historical periods found: 156 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 156 57.7% 1.27% 0.79% 4.86% 0.03% 1.56% -16.56% 16.34% 14 days 156 62.2% 2.12% 1.73% 6.86% 0.64% 2.81% -21.02% 19.59% 30 days 156 70.5% 4.79% 3.27% 10.84% 1.56% 4.99% -37.74% 27.99% 90 days 156 69.9% 5.98% 7.05% 19.40% 3.98% 10.12% -47.84% 56.06% 180 days 156 73.7% 14.05% 12.31% 21.93% 8.84% 15.78% -39.81% 82.54% 365 days 156 71.8% 23.31% 24.45% 34.43% 19.00% 29.90% -42.72% 189.54% ======================================================================================================================== Chart 14: MCD (R² = 0.9173)
📊 PRICE PROJECTIONS (Linear Regression - 21 days): Current: $285.63 ($279.92,-2% - $291.84,+2%) +30d (1m): $245.65,-14.0% ($237.45,-17% - $254.14,-11%) +60d (2m): $211.13,-26.1% ($200.37,-30% - $222.47,-22%) +90d (3m): $181.46,-36.5% ($168.86,-41% - $195.00,-32%) +180d (6m): $115.21,-59.7% ($100.86,-65% - $131.60,-54%) +365d (1y): $45.28,-84.1% ($34.90,-88% - $58.75,-79%) +EOY (187d): $111.21,-61.1% ($96.89,-66% - $127.64,-55%) End-of-year outlook: 📉 Bearish Trend (-61.1%) Confidence: 91.7% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $111.21 (-61.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== MCD - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -6.95% Rounded target for matching: -7% Similar historical periods found: 307 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 307 63.2% 1.01% 0.87% 4.46% 0.37% 1.37% -14.55% 18.46% 14 days 307 66.1% 1.70% 1.43% 6.69% 0.68% 2.18% -28.97% 30.74% 30 days 307 69.4% 2.85% 3.44% 9.80% 2.34% 4.54% -28.21% 55.85% 90 days 307 73.6% 7.36% 8.28% 17.64% 6.29% 10.26% -47.30% 110.76% 180 days 306 80.1% 13.89% 14.91% 25.01% 12.10% 17.72% -48.02% 229.75% 365 days 301 81.1% 25.80% 28.52% 42.54% 23.70% 33.35% -60.97% 397.47% ======================================================================================================================== MCD - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.37% Rounded target for matching: -6% Similar historical periods found: 284 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 284 55.3% 0.61% 0.30% 4.55% -0.23% 0.83% -23.76% 14.40% 14 days 284 60.2% 1.56% 1.15% 5.51% 0.51% 1.80% -23.01% 18.67% 30 days 284 65.5% 2.71% 2.78% 7.54% 1.90% 3.66% -23.46% 25.00% 90 days 284 76.8% 7.65% 7.41% 15.70% 5.58% 9.25% -49.77% 90.57% 180 days 284 80.6% 13.25% 13.81% 22.86% 11.14% 16.48% -50.94% 116.74% 365 days 275 82.5% 27.83% 28.91% 38.25% 24.37% 33.45% -62.48% 196.09% ======================================================================================================================== Chart 15: AVGO (R² = 0.9135)
📊 PRICE PROJECTIONS (Linear Regression - 63 days): Current: $270.17 ($250.31,-7% - $308.03,+14%) +30d (1m): $363.71,+34.6% ($325.81,+21% - $406.01,+50%) +60d (2m): $476.40,+76.3% ($422.66,+56% - $536.98,+99%) +90d (3m): $624.02,+131.0% ($546.86,+102% - $712.07,+164%) +180d (6m): $1.4K,+419.1% ($1.2K,+334% - $1.7K,+521%) +365d (1y): $7.4K,+2642.2% ($5.5K,+1943% - $9.9K,+3580%) +EOY (187d): $1.5K,+452.8% ($1.2K,+360% - $1.8K,+564%) End-of-year outlook: 📈 Bullish Trend (+452.8%) Confidence: 91.3% | Valuation: FAIR VALUE 📅 Days until EOY 2025: 187 days | EOY Target: $1.5K (+452.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 16.24% Rounded target for matching: 16% Similar historical periods found: 86 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 86 45.3% -0.49% 0.01% 4.05% -0.86% 0.88% -10.30% 11.00% 14 days 86 44.2% -1.22% -0.83% 6.12% -2.14% 0.48% -18.35% 16.46% 30 days 86 53.5% 0.67% 0.85% 9.04% -1.09% 2.78% -19.68% 22.14% 90 days 85 74.1% 11.20% 10.16% 15.30% 6.86% 13.46% -28.75% 39.63% 180 days 82 80.5% 20.60% 21.79% 22.69% 16.81% 26.77% -25.60% 70.31% 365 days 79 93.7% 49.18% 53.81% 46.61% 43.37% 64.25% -14.46% 222.87% ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 16.28% Rounded target for matching: 16% Similar historical periods found: 84 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 84 63.1% 1.33% 1.52% 6.03% 0.21% 2.83% -12.74% 30.52% 14 days 84 65.5% 2.10% 2.27% 7.56% 0.63% 3.91% -20.28% 23.16% 30 days 84 69.0% 5.73% 5.89% 13.99% 2.85% 8.92% -38.73% 37.56% 90 days 84 79.8% 11.50% 13.60% 18.20% 9.66% 17.55% -30.73% 56.21% 180 days 84 86.9% 20.86% 27.94% 27.08% 22.06% 33.81% -20.74% 93.82% 365 days 80 96.2% 53.53% 64.35% 57.50% 51.55% 77.14% -12.56% 205.28% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 5 STOCK INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 LLY 23.5% 0.927039 50.3% $795.12 30.7% 1008d 2 XOM 16.2% 0.708427 20.6% $109.99 19.3% 1008d 3 TMUS 13.1% 0.934385 46.0% $231.42 15.0% 504 d 4 COST 12.7% 0.920601 46.6% $982.91 14.6% 504 d 5 ISRG 11.7% 0.853286 44.9% $534.19 13.3% 504 d 📊 DISPLAYING ALL 5 UNDERVALUED STOCK OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: LLY (Undervalued by 23.5%)
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: $795.12 ($801.97,+1% - $1.3K,+69%) +30d (1m): $1.1K,+37.2% ($841.79,+6% - $1.4K,+78%) +60d (2m): $1.1K,+44.1% ($883.58,+11% - $1.5K,+87%) +90d (3m): $1.2K,+51.2% ($927.44,+17% - $1.6K,+96%) +180d (6m): $1.4K,+74.9% ($1.1K,+35% - $1.8K,+127%) +365d (1y): $1.9K,+135.9% ($1.4K,+82% - $2.4K,+206%) +EOY (187d): $1.4K,+76.9% ($1.1K,+36% - $1.8K,+129%) End-of-year outlook: 📈 Bullish Trend (+76.9%) Confidence: 92.7% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈-6%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.4K (+76.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 6.79% Rounded target for matching: 7% Similar historical periods found: 468 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 468 52.6% 0.22% 0.21% 4.08% -0.16% 0.58% -15.11% 14.28% 14 days 468 54.3% 0.57% 0.64% 5.79% 0.12% 1.17% -17.89% 26.19% 30 days 468 56.4% 1.04% 1.52% 8.23% 0.77% 2.26% -29.00% 37.56% 90 days 467 59.7% 3.63% 4.44% 14.51% 3.12% 5.76% -39.06% 51.01% 180 days 465 67.7% 9.20% 11.18% 21.10% 9.26% 13.10% -32.09% 74.71% 365 days 458 73.4% 21.69% 28.72% 41.83% 24.88% 32.56% -42.50% 166.34% ======================================================================================================================== LLY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -5.63% Rounded target for matching: -6% Similar historical periods found: 294 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 294 55.4% 0.59% 0.44% 4.23% -0.05% 0.92% -23.07% 13.97% 14 days 294 57.5% 0.88% 0.79% 5.71% 0.14% 1.45% -18.70% 16.64% 30 days 294 61.2% 3.40% 2.53% 8.07% 1.60% 3.45% -19.70% 30.61% 90 days 292 62.3% 5.52% 5.03% 15.32% 3.26% 6.79% -31.46% 36.87% 180 days 292 65.8% 6.84% 9.91% 22.97% 7.26% 12.55% -36.35% 87.05% 365 days 292 64.7% 14.13% 18.83% 39.32% 14.30% 23.36% -33.32% 195.92% ======================================================================================================================== Chart 2: XOM (Undervalued by 16.2%)
📊 PRICE PROJECTIONS (Linear Regression - 1008 days): Current: $109.99 ($99.94,-9% - $172.39,+57%) +30d (1m): $134.21,+22.0% ($102.19,-7% - $176.28,+60%) +60d (2m): $137.24,+24.8% ($104.48,-5% - $180.26,+64%) +90d (3m): $140.33,+27.6% ($106.83,-3% - $184.33,+68%) +180d (6m): $150.03,+36.4% ($114.20,+4% - $197.11,+79%) +365d (1y): $172.12,+56.5% ($130.95,+19% - $226.24,+106%) +EOY (187d): $150.81,+37.1% ($114.79,+4% - $198.14,+80%) End-of-year outlook: 📈 Bullish Trend (+37.1%) Confidence: 70.8% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 25 periods in chart (90d ROC≈3%) 📅 Days until EOY 2025: 187 days | EOY Target: $150.81 (+37.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== XOM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.41% Rounded target for matching: 1% Similar historical periods found: 1188 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1188 54.6% 0.39% 0.25% 3.14% 0.07% 0.43% -20.64% 13.28% 14 days 1188 55.4% 0.56% 0.45% 4.42% 0.20% 0.70% -31.98% 16.80% 30 days 1188 57.5% 0.96% 0.99% 6.17% 0.64% 1.34% -24.48% 28.40% 90 days 1184 64.5% 3.11% 3.32% 10.27% 2.74% 3.91% -54.65% 38.08% 180 days 1182 68.3% 7.65% 7.44% 16.61% 6.50% 8.39% -57.06% 72.86% 365 days 1166 74.6% 16.24% 19.20% 26.42% 17.68% 20.71% -53.83% 127.63% ======================================================================================================================== XOM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.55% Rounded target for matching: 3% Similar historical periods found: 650 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 650 55.7% 0.55% 0.38% 2.98% 0.15% 0.61% -9.21% 13.45% 14 days 650 58.3% 0.78% 0.79% 3.89% 0.49% 1.09% -18.33% 14.16% 30 days 650 63.5% 1.62% 1.88% 6.13% 1.40% 2.35% -18.05% 22.97% 90 days 649 68.1% 3.65% 4.27% 10.57% 3.46% 5.08% -34.87% 39.44% 180 days 647 69.9% 8.96% 9.79% 16.73% 8.50% 11.08% -47.64% 72.86% 365 days 645 75.7% 17.10% 21.13% 30.04% 18.81% 23.46% -53.56% 145.85% ======================================================================================================================== Chart 3: TMUS (Undervalued by 13.1%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $231.42 ($237.50,+3% - $298.47,+29%) +30d (1m): $278.52,+20.4% ($248.43,+7% - $312.25,+35%) +60d (2m): $291.36,+25.9% ($259.86,+12% - $326.68,+41%) +90d (3m): $304.79,+31.7% ($271.81,+17% - $341.78,+48%) +180d (6m): $348.92,+50.8% ($311.04,+34% - $391.40,+69%) +365d (1y): $460.70,+99.1% ($410.28,+77% - $517.32,+124%) +EOY (187d): $352.60,+52.4% ($314.32,+36% - $395.55,+71%) End-of-year outlook: 📈 Bullish Trend (+52.4%) Confidence: 93.4% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $352.60 (+52.4%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.13% Rounded target for matching: -2% Similar historical periods found: 164 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 164 57.9% 0.89% 0.97% 4.73% 0.24% 1.70% -17.73% 19.52% 14 days 164 59.8% 1.85% 1.99% 8.71% 0.65% 3.34% -22.22% 43.04% 30 days 164 60.4% 2.04% 3.02% 12.49% 1.10% 4.95% -40.98% 56.80% 90 days 163 70.6% 8.43% 9.09% 19.59% 6.06% 12.12% -51.86% 69.02% 180 days 162 74.7% 17.39% 18.38% 28.73% 13.92% 22.84% -67.08% 95.55% 365 days 153 90.2% 32.07% 37.47% 41.80% 30.79% 44.14% -66.71% 215.43% ======================================================================================================================== TMUS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -13.95% Rounded target for matching: -14% Similar historical periods found: 31 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 31 58.1% 1.17% 2.13% 7.14% -0.49% 4.75% -11.76% 24.04% 14 days 31 48.4% -0.53% 2.22% 10.38% -1.59% 6.02% -11.81% 39.60% 30 days 31 51.6% 0.04% 2.07% 13.78% -2.98% 7.12% -19.37% 48.72% 90 days 31 90.3% 15.26% 14.58% 16.06% 8.69% 20.47% -34.26% 49.17% 180 days 31 77.4% 31.84% 21.72% 36.65% 8.28% 35.16% -50.46% 100.83% 365 days 31 67.7% 35.89% 23.98% 56.65% 3.20% 44.76% -67.00% 132.04% ======================================================================================================================== Chart 4: COST (Undervalued by 12.7%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $982.91 ($991.24,+1% - $1.3K,+30%) +30d (1m): $1.2K,+19.9% ($1.0K,+6% - $1.3K,+36%) +60d (2m): $1.2K,+25.5% ($1.1K,+10% - $1.4K,+43%) +90d (3m): $1.3K,+31.4% ($1.1K,+16% - $1.5K,+49%) +180d (6m): $1.5K,+50.6% ($1.3K,+32% - $1.7K,+71%) +365d (1y): $2.0K,+99.4% ($1.7K,+75% - $2.2K,+127%) +EOY (187d): $1.5K,+52.2% ($1.3K,+34% - $1.7K,+73%) End-of-year outlook: 📈 Bullish Trend (+52.2%) Confidence: 92.1% | Valuation: UNDERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $1.5K (+52.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.61% Rounded target for matching: -2% Similar historical periods found: 406 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 406 61.6% 1.14% 1.16% 5.07% 0.66% 1.65% -41.53% 19.08% 14 days 406 59.1% 1.71% 1.91% 6.56% 1.27% 2.55% -38.12% 32.76% 30 days 406 66.5% 3.24% 3.68% 9.39% 2.76% 4.59% -37.03% 31.12% 90 days 406 70.2% 7.65% 7.02% 15.01% 5.56% 8.49% -47.84% 48.76% 180 days 401 80.8% 14.67% 13.60% 21.02% 11.53% 15.66% -45.64% 82.64% 365 days 393 81.7% 27.23% 29.15% 35.67% 25.61% 32.68% -51.26% 179.08% ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.18% Rounded target for matching: -8% Similar historical periods found: 156 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 156 57.7% 1.27% 0.79% 4.86% 0.03% 1.56% -16.56% 16.34% 14 days 156 62.2% 2.12% 1.73% 6.86% 0.64% 2.81% -21.02% 19.59% 30 days 156 70.5% 4.79% 3.27% 10.84% 1.56% 4.99% -37.74% 27.99% 90 days 156 69.9% 5.98% 7.05% 19.40% 3.98% 10.12% -47.84% 56.06% 180 days 156 73.7% 14.05% 12.31% 21.93% 8.84% 15.78% -39.81% 82.54% 365 days 156 71.8% 23.31% 24.45% 34.43% 19.00% 29.90% -42.72% 189.54% ======================================================================================================================== Chart 5: ISRG (Undervalued by 11.7%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $534.19 ($507.93,-5% - $720.80,+35%) +30d (1m): $632.37,+18.4% ($530.77,-1% - $753.41,+41%) +60d (2m): $660.90,+23.7% ($554.64,+4% - $787.51,+47%) +90d (3m): $690.71,+29.3% ($579.56,+8% - $823.17,+54%) +180d (6m): $788.46,+47.6% ($661.21,+24% - $940.19,+76%) +365d (1y): $1.0K,+93.8% ($866.61,+62% - $1.2K,+131%) +EOY (187d): $796.62,+49.1% ($668.02,+25% - $949.97,+78%) End-of-year outlook: 📈 Bullish Trend (+49.1%) Confidence: 85.3% | Valuation: UNDERVALUED 🎯 Historical pattern matches: 3 periods in chart (90d ROC≈-10%) 📅 Days until EOY 2025: 187 days | EOY Target: $796.62 (+49.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -5.28% Rounded target for matching: -5% Similar historical periods found: 157 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 157 54.1% 0.59% 1.74% 7.52% 0.55% 2.93% -24.04% 33.65% 14 days 157 58.0% 1.08% 2.28% 9.97% 0.71% 3.86% -32.03% 36.79% 30 days 157 66.2% 3.07% 5.06% 13.84% 2.88% 7.24% -21.74% 71.55% 90 days 157 69.4% 12.53% 13.22% 24.26% 9.39% 17.04% -45.64% 85.44% 180 days 157 72.6% 25.08% 29.40% 52.98% 21.05% 37.76% -68.91% 207.54% 365 days 155 77.4% 43.11% 62.01% 75.88% 49.97% 74.05% -29.65% 445.35% ======================================================================================================================== ISRG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.30% Rounded target for matching: -10% Similar historical periods found: 67 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 67 58.2% 1.96% 1.37% 7.71% -0.51% 3.25% -15.84% 22.66% 14 days 67 68.7% 3.00% 3.27% 9.59% 0.93% 5.61% -18.38% 26.03% 30 days 67 65.7% 3.43% 2.37% 12.77% -0.74% 5.49% -50.00% 30.62% 90 days 65 61.5% 10.14% 7.29% 25.85% 0.89% 13.70% -59.58% 81.58% 180 days 65 60.0% 6.85% 12.92% 45.45% 1.65% 24.18% -64.89% 188.51% 365 days 65 70.8% 33.34% 47.94% 73.93% 29.62% 66.26% -36.50% 457.07% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 4 STOCK INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 INTC 31.0% 0.742711 -44.8% $22.50 23.6% 378 d 2 UNH 17.1% 0.801939 -95.3% $302.62 14.6% 63 d 3 NFLX 12.8% 0.945913 76.5% $1.3K 11.4% 504 d 4 DHR 10.2% 0.842680 -38.7% $201.46 9.2% 189 d 📊 DISPLAYING ALL 4 OVERVALUED STOCK WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: INTC (Overvalued by 31.0%)
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $22.50 ($12.74,-43% - $23.17,+3%) +30d (1m): $16.01,-28.9% ($11.86,-47% - $21.60,-4%) +60d (2m): $14.91,-33.7% ($11.05,-51% - $20.13,-11%) +90d (3m): $13.89,-38.2% ($10.29,-54% - $18.77,-17%) +180d (6m): $11.24,-50.1% ($8.30,-63% - $15.21,-32%) +365d (1y): $7.26,-67.7% ($5.34,-76% - $9.89,-56%) +EOY (187d): $11.05,-50.9% ($8.17,-64% - $14.96,-33%) End-of-year outlook: 📉 Bearish Trend (-50.9%) Confidence: 74.3% | Valuation: OVERVALUED 🎯 Historical pattern matches: 4 periods in chart (90d ROC≈-5%) 📅 Days until EOY 2025: 187 days | EOY Target: $11.05 (-50.9%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== INTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.27% Rounded target for matching: 0% Similar historical periods found: 354 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 354 51.1% 0.25% 0.73% 6.01% 0.11% 1.36% -13.90% 29.68% 14 days 354 51.1% 0.42% 0.32% 8.86% -0.61% 1.24% -35.75% 31.75% 30 days 354 50.8% 0.63% 0.83% 13.09% -0.54% 2.20% -47.74% 44.89% 90 days 354 58.8% 4.60% 5.27% 22.84% 2.88% 7.66% -56.56% 78.86% 180 days 351 61.0% 7.62% 11.90% 35.85% 8.13% 15.66% -58.81% 146.25% 365 days 345 68.1% 19.30% 25.63% 51.20% 20.20% 31.05% -57.20% 221.10% ======================================================================================================================== INTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.66% Rounded target for matching: -5% Similar historical periods found: 204 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 204 49.0% 0.00% -0.00% 5.94% -0.82% 0.82% -17.15% 18.18% 14 days 204 53.9% 1.20% 1.14% 9.02% -0.11% 2.38% -19.34% 30.38% 30 days 204 54.9% 0.92% 1.69% 11.78% 0.06% 3.31% -33.96% 38.65% 90 days 203 62.1% 6.93% 4.72% 19.00% 2.09% 7.35% -46.35% 77.91% 180 days 200 65.5% 11.28% 12.25% 31.92% 7.80% 16.70% -50.55% 122.45% 365 days 200 72.5% 22.56% 30.36% 52.67% 23.01% 37.70% -57.19% 273.20% ======================================================================================================================== Chart 2: UNH (Overvalued by 17.1%)
📊 PRICE PROJECTIONS (Linear Regression - 63 days): Current: $302.62 ($206.24,-32% - $323.99,+7%) +30d (1m): $179.66,-40.6% ($141.39,-53% - $228.28,-25%) +60d (2m): $124.87,-58.7% ($96.23,-68% - $162.03,-46%) +90d (3m): $86.79,-71.3% ($65.11,-78% - $115.67,-62%) +180d (6m): $29.14,-90.4% ($19.74,-93% - $43.00,-86%) +365d (1y): $3.09,-99.0% ($1.63,-99% - $5.87,-98%) +EOY (187d): $26.77,-91.2% ($17.98,-94% - $39.85,-87%) End-of-year outlook: 📉 Bearish Trend (-91.2%) Confidence: 80.2% | Valuation: OVERVALUED 📅 Days until EOY 2025: 187 days | EOY Target: $26.77 (-91.2%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== UNH - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -2.12% Rounded target for matching: -2% Similar historical periods found: 343 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 343 60.3% 1.21% 1.28% 5.64% 0.68% 1.88% -18.72% 33.84% 14 days 343 63.6% 1.97% 1.91% 7.59% 1.10% 2.72% -40.77% 30.36% 30 days 343 65.3% 4.08% 2.23% 12.01% 0.95% 3.50% -51.19% 41.98% 90 days 338 64.8% 10.35% 9.06% 21.45% 6.77% 11.36% -51.02% 95.38% 180 days 336 74.7% 19.10% 17.99% 33.10% 14.44% 21.54% -54.20% 189.27% 365 days 325 75.7% 34.24% 40.14% 75.14% 31.94% 48.34% -78.70% 453.45% ======================================================================================================================== UNH - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -41.53% Rounded target for matching: -42% Similar historical periods found: 15 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 15 73.3% 5.91% 6.08% 10.56% 0.23% 11.92% -15.68% 26.15% 14 days 15 86.7% 7.94% 7.92% 11.67% 1.46% 14.39% -19.04% 26.92% 30 days 15 80.0% 9.68% 12.13% 17.77% 2.29% 21.97% -19.37% 44.00% 90 days 15 60.0% 7.94% 10.63% 24.88% -3.15% 24.41% -26.75% 44.00% 180 days 15 46.7% -7.98% 10.53% 35.95% -9.38% 30.44% -36.21% 79.93% 365 days 15 53.3% 2.95% 26.60% 70.44% -12.40% 65.61% -38.10% 188.00% ======================================================================================================================== Chart 3: NFLX (Overvalued by 12.8%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $1.3K ($992.01,-24% - $1.4K,+3%) +30d (1m): $1.2K,-5.2% ($1.1K,-19% - $1.4K,+11%) +60d (2m): $1.3K,+1.5% ($1.1K,-13% - $1.5K,+18%) +90d (3m): $1.4K,+8.6% ($1.2K,-7% - $1.7K,+27%) +180d (6m): $1.7K,+33.0% ($1.5K,+14% - $2.0K,+55%) +365d (1y): $2.6K,+101.9% ($2.3K,+73% - $3.1K,+136%) +EOY (187d): $1.8K,+35.1% ($1.5K,+16% - $2.1K,+58%) End-of-year outlook: 📈 Bullish Trend (+35.1%) Confidence: 94.6% | Valuation: OVERVALUED 🎯 Historical pattern matches: 12 periods in chart (90d ROC≈23%) 📅 Days until EOY 2025: 187 days | EOY Target: $1.8K (+35.1%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 14.78% Rounded target for matching: 15% Similar historical periods found: 109 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 109 52.3% 0.70% 1.49% 8.72% -0.17% 3.14% -42.05% 39.29% 14 days 109 64.2% 4.19% 2.44% 10.37% 0.47% 4.41% -45.67% 23.40% 30 days 109 67.0% 7.24% 6.88% 15.28% 3.97% 9.78% -35.11% 45.47% 90 days 109 69.7% 11.15% 14.71% 40.59% 7.01% 22.42% -56.30% 179.67% 180 days 107 67.3% 28.94% 33.34% 73.87% 19.19% 47.50% -71.73% 295.91% 365 days 102 69.6% 62.25% 82.05% 128.15% 56.87% 107.22% -73.61% 528.50% ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 23.43% Rounded target for matching: 23% Similar historical periods found: 62 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 62 59.7% 0.68% 1.17% 6.92% -0.59% 2.93% -13.57% 22.45% 14 days 62 72.6% 4.42% 4.27% 8.90% 2.01% 6.53% -19.57% 37.42% 30 days 62 71.0% 5.47% 7.14% 14.39% 3.49% 10.79% -23.37% 43.04% 90 days 59 71.2% 14.93% 15.99% 36.13% 6.58% 25.41% -57.31% 125.23% 180 days 59 72.9% 34.04% 33.35% 54.83% 19.06% 47.64% -66.33% 206.95% 365 days 54 85.2% 67.24% 87.36% 103.09% 59.22% 115.50% -68.62% 420.29% ======================================================================================================================== Chart 4: DHR (Overvalued by 10.2%)
📊 PRICE PROJECTIONS (Linear Regression - 189 days): Current: $201.46 ($166.95,-17% - $200.35,-1%) +30d (1m): $172.54,-14.4% ($157.42,-22% - $189.12,-6%) +60d (2m): $162.79,-19.2% ($148.42,-26% - $178.54,-11%) +90d (3m): $153.58,-23.8% ($139.92,-31% - $168.57,-16%) +180d (6m): $128.97,-36.0% ($117.13,-42% - $142.01,-30%) +365d (1y): $90.07,-55.3% ($81.01,-60% - $100.14,-50%) +EOY (187d): $127.23,-36.8% ($115.51,-43% - $140.13,-30%) End-of-year outlook: 📉 Bearish Trend (-36.8%) Confidence: 84.3% | Valuation: OVERVALUED 🎯 Historical pattern matches: 5 periods in chart (90d ROC≈-2%) 📅 Days until EOY 2025: 187 days | EOY Target: $127.23 (-36.8%) ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS (Round Half Up Matching): ------------------------------------------------------------ ======================================================================================================================== DHR - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.47% Rounded target for matching: 2% Similar historical periods found: 567 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 567 58.9% 0.72% 0.94% 5.14% 0.52% 1.37% -18.60% 64.12% 14 days 567 60.3% 1.16% 1.88% 9.01% 1.14% 2.63% -43.22% 69.70% 30 days 567 61.7% 2.35% 3.13% 11.78% 2.15% 4.10% -49.15% 71.05% 90 days 567 72.1% 7.36% 7.19% 18.23% 5.69% 8.70% -39.80% 114.89% 180 days 563 79.2% 13.92% 15.54% 24.12% 13.54% 17.53% -43.18% 148.94% 365 days 552 88.4% 33.92% 36.85% 38.86% 33.60% 40.10% -59.52% 275.00% ======================================================================================================================== DHR - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.20% Rounded target for matching: -2% Similar historical periods found: 225 Matching method: Round half up to nearest integer (2.5% → 3%, 5.25% → 5%, 9.23% → 9%) Excluded recent 30 days to avoid look-ahead bias ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 225 54.2% 0.70% 0.48% 4.82% -0.15% 1.11% -16.35% 19.35% 14 days 225 60.4% 1.36% 1.16% 7.57% 0.16% 2.15% -26.03% 41.27% 30 days 225 72.0% 4.08% 3.98% 10.00% 2.66% 5.29% -29.44% 64.52% 90 days 225 76.9% 9.70% 11.61% 21.89% 8.74% 14.49% -38.14% 106.32% 180 days 220 86.4% 16.73% 20.89% 28.05% 17.16% 24.62% -44.19% 129.63% 365 days 218 82.6% 30.17% 36.66% 44.68% 30.70% 42.63% -53.49% 271.43% ======================================================================================================================== STOCK STATISTICS: ------------------------------------------------------------ Total stock instruments analyzed: 62 Average R-squared: 0.8184 Best R-squared: 0.963461 Average annual growth: 115.0% Valuation breakdown: 🟡 FAIR_VALUE: 42 (67.7%) - Hold/Monitor 🟢 UNDERVALUED: 5 (8.1%) - Buy Opportunities 🔴 OVERVALUED: 4 (6.5%) - Sell Warnings Optimal window distribution: 21 days (~1m): 9 instruments (14.5%) 42 days (~2m): 6 instruments (9.7%) 63 days (~3m): 7 instruments (11.3%) 84 days (~4m): 1 instruments (1.6%) 126 days (~6m): 2 instruments (3.2%) 📊 STOCK TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 5 🔴 High-quality overvalued warnings: 4 📈 Top trend performers displayed: 15 💡 Consider buying undervalued stocks with strong trends ⚠️ Consider reducing overvalued stock positions ======================================================================================================================== 🎯 BEST INVESTMENT OPPORTUNITIES BY ASSET CLASS ======================================================================================================================== 🟢 TOP 10 CRYPTO OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 IMX-USD 63.8% 0.801302 -100.0% 70.3 $0.004143 2 HYPE-USD 41.2% 0.831823 -97.1% 58.0 $0.000005 3 GT-USD 29.0% 0.891898 167.1% 53.1 $15.94 4 XCN-USD 17.6% 0.945240 108.5% 48.4 $0.001039 5 FTN-USD 12.1% 0.989139 135.4% 46.8 $4.43 6 TBTC-USD 12.8% 0.932135 103.4% 45.0 $102.8K 7 BTC-USD 10.9% 0.935890 103.3% 44.0 $107.0K 8 LEO-USD 12.2% 0.890174 74.3% 42.9 $9.02 9 KAIA-USD 13.4% 0.834843 1139192.4% 41.5 $0.179161 10 JLP-USD 10.3% 0.847721 65.3% 40.1 $4.33 🔍 CURRENCY: No high-quality undervalued opportunities found 🟢 TOP 2 FUTURES OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 KC=F 23.0% 0.927929 69.7% 50.9 $309.50 2 CC=F 25.1% 0.881628 86.1% 50.3 $9.4K 🟢 TOP 1 INDICES OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 IMOEX.ME 10.8% 0.863544 33.9% 41.0 3.2K 🟢 TOP 4 STOCK OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 LLY 23.5% 0.927039 50.3% 51.2 $795.12 2 TMUS 13.1% 0.934385 46.0% 45.2 $231.42 3 COST 12.7% 0.920601 46.6% 44.5 $982.91 4 ISRG 11.7% 0.853286 44.9% 41.2 $534.19 ======================================================================================================================== 📊 OVERALL PORTFOLIO SUMMARY ======================================================================================================================== Total instruments analyzed: 218 Average trend reliability (R²): 0.7749 Best trend reliability: 0.989139 Asset distribution: Crypto: 97 instruments (44.5%) - Avg Growth: 546023.1% Stock: 62 instruments (28.4%) - Avg Growth: 115.0% Futures: 29 instruments (13.3%) - Avg Growth: 62.8% Indices: 22 instruments (10.1%) - Avg Growth: 50.4% Currency: 8 instruments (3.7%) - Avg Growth: 0.4% Overall valuation summary: 🟡 Fair Value: 113 (51.8%) - Hold/Monitor 🟢 Undervalued: 26 (11.9%) - Buy Opportunities 🔴 Overvalued: 18 (8.3%) - Sell Warnings 📊 Total charts displayed: UP TO 225 (ALL available per section per asset class) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale with Forward Returns Analysis 🔮 New Feature: Historical pattern-based forward returns predictions ======================================================================================================================== ✅ COMPREHENSIVE ANALYSIS WITH FORWARD RETURNS COMPLETE ======================================================================================================================== 🎉 Enhanced analysis completed successfully! Results stored in 'results' variable with 218 instrument analyses 📊 Charts displayed for ALL available instruments per section per asset class 💡 Total sections analyzed: Best Trends + Undervalued + Overvalued 📈 Chart type: Linear Regression on Log Scale with straight trend lines 🔮 Forward Returns: Traditional round half up ROC matching: • 2.5% ROC → finds all historical ~3% periods • 5.25% ROC → finds all historical ~5% periods • 9.23% ROC → finds all historical ~9% periods • -3.67% ROC → finds all historical ~-4% periods 🎯 Historical matches shown as green vertical lines on charts (90-day ROC) 💱 Currency pairs analyzed: EURUSD, USDJPY, GBPUSD, DXY, etc. 📊 Global indices analyzed: S&P 500, FTSE 100, DAX, Nikkei 225, etc. 🛠️ CUSTOM ANALYSIS EXAMPLES: # Standard round half up analysis: run_custom_forward_analysis(df, 'BTC-USD', rolling_window=30) run_custom_forward_analysis(df, 'EURUSD=X', rolling_window=30) run_custom_forward_analysis(df, '^GSPC', rolling_window=30) # S&P 500 # Higher precision (round to 0.5%): run_custom_forward_analysis(df, 'AAPL', tolerance_type='round_to_half') run_custom_forward_analysis(df, '^FTSE', tolerance_type='round_to_half') # FTSE 100 # Ultra precision (round to 0.25%): run_custom_forward_analysis(df, 'NVDA', tolerance_type='round_to_quarter') run_custom_forward_analysis(df, '^N225', tolerance_type='round_to_quarter') # Nikkei # Seasonal analysis (Q2 only): run_custom_forward_analysis(df, 'ES=F', quarter=[2]) run_custom_forward_analysis(df, '^DJI', quarter=[2]) # Dow Jones # Cycle analysis (Year 1 of 4-year cycles): run_custom_forward_analysis(df, 'DX-Y.NYB', cycle_year=['Year1']) run_custom_forward_analysis(df, '^GDAXI', cycle_year=['Year1']) # DAX ================================================================================
🚀 Starting Multi-Asset Analysis Deployment ================================================== 📊 Step 1: Converting notebook to HTML... Current directory: C:\Users\Chris\Python ✓ Success: jupyter nbconvert --to html --no-input multi-asset.ipynb 📁 Step 2: Copying files to repository... ✓ Copied multi-asset.ipynb to repository ✓ Copied multi-asset.html as index.html to repository 🔄 Step 3: Git operations... Current directory: C:\Users\Chris\my-jupyter-notebooks-multi-asset ✓ Success: git pull origin main Output: Already up to date. ✓ Success: git status Output: On branch main Your branch is up to date with 'origin/main'. Changes not staged for commit: (use "git add <file>..." to update what will be committed) (use "git restore <file>..." to discard changes in working directory) modified: index.html modified: multi-asset.ipynb no changes added to commit (use "git add" and/or "git commit -a") ✓ Success: git add . ✓ Success: git commit -m "Update multi-asset analysis with latest data - 2025-06-27 22:19" Output: [main 994f105] Update multi-asset analysis with latest data - 2025-06-27 22:19 2 files changed, 7497 insertions(+), 411 deletions(-) ✓ Success: git push origin main 🎉 Deployment completed successfully! 📊 Your multi-asset analysis is now live!